Question:
I have an idea for of a for tokenization that works across modalities:

Represent all modalities as graphs where:
- Nodes = base units (pixels, audio samples, words, points)
- Edges = relationships (temporal, spatial, semantic)

Then apply a hierarchical merging algorithm:
1. Quantize raw input into discrete base tokens
2. Build initial graph structure preserving modality-specific relationships
3. Merge nodes based on:
   - Frequency of co-occurrence
   - Strength of connections
   - Semantic similarity across modalities
4. Learn a shared vocabulary that maps merged patterns to tokens

The key innovation would be designing the graph structure and merging criteria to naturally handle different types of relationships while building semantically meaningful tokens that work across modalities.

This maintains important structures (like temporal sequence in audio or spatial relationships in images) while allowing flexible pattern discovery and cross-modal alignment.

What's the closest research on this?

computer science


Question: I have already discovered a compound and conducted experiments to find its corresponding mechanism of action against tumor multidrug resistance. I would like to add some bioinformatics content; what aspects of bioinformatics data can I include, and are there any recommended literature for me to review?

biology


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computer science


Question: Who has come up with new architectures for multimodal models in the past year

computer science


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medicine


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engineering


Question: Find papers on evaluating latent space of transformers etc

computer science


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psychology


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physics


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medicine


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engineering


Question: Please summarize the recent research developments regarding MedSAM.

computer science


Question: Please help me look for a graph-based deep multi-view clustering model.

computer science


Question: Relationship between nutrient intake bias and cultural and environmental backgrounds of countries around the world on the basis of PFC ratios, etc.

nutrition


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sports science


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biology


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earth sciences


Question: Exacerbation of Neuroinflammation: Co-infections can synergistically trigger a cytokine storm, characterized by elevated levels of IL-1β, IL-6, and TNF-α, creating a neurotoxic microenvironment that exacerbates BBB breakdown and neuronal injury.

neuroscience


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computer science


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social sciences


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chemistry


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psychology


Question: A Preliminary Investigation of Groundwater in a Karst Area of Guizhou Province

earth sciences


Question: Diabetes care during Covid-19

medicine


Question:
Topic: Comparative characterization of the dynamic response of PEM and alkaline water electrolysis technologies.

Objective: Retrieve and synthesize recent peer-reviewed publications (preferably 2019–2024) that analyze or report on the transient behavior, flexibility, efficiency, and operational stability of PEM and alkaline electrolyzers under dynamic conditions (e.g., variable power input, ramp-up/ramp-down).

Deliverable: A concise methodological text (maximum 3,000 characters including spaces) supported by reliable citations, suitable for inclusion in a research project proposal. Ensure clarity, scientific rigor, and alignment with current literature.

engineering


Question: using many function calls from chat gpt

computer science


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computer science


Question: find papers on Policy Formulation and Policy Implementation Nexus.

social sciences


Question:
Federated learning (FL) is an emerging machine
learning paradigm that enables distributed model training across
decentralized clients without sharing raw data. However, com-
munication overhead remains a major bottleneck, particularly in
wireless FL systems where limited bandwidth, latency, and energy
constraints affect system performance. This paper presents a
systematic literature review (SLR) of communication-efficient
protocols for wireless federated learning. A total of 30 peer-
reviewed studies published between 2020 and 2025 were selected
using PRISMA guidelines from reputable databases such as IEEE
Xplore, ACM Digital Library, and SpringerLink. This review
identifies and categorizes 30 communication-efficient federated
learning protocols across six protocol layers: aggregation and se-
curity, compression and quantization, client scheduling and topol-
ogy, feature/update filtering, hybrid strategies, and system-level
coordination with all protocols tailored to reduce communication
overhead in wireless federated learning scenarios The review
also discusses key evaluation metrics, comparative performance
insights, and open challenges in scalable FL deployment. The
synthesis reveals that while individual techniques offer promising
communication gains, future protocols must adopt cross-layer co-
optimization to support reliable, sustainable, and efficient FL in
dynamic wireless environments.

computer science


Question: Find papers on Human papillomavirus (HPV) viral-induced cervical cancer with single cell RNAseq data

medicine


Question: Find papers on using entity descriptions to compute embeddings of entities in a knowledge graph

computer science


Question: find citations: Accurate and efficient communication is crucial in Air Traffic Control (ATC) to ensure aviation safety and operational effectiveness. While the International Civil Aviation Organization (ICAO) prescribes standardized phraseology, the diversity of non-native English accents in global aviation presents persistent challenges for Automatic Speech Recognition (ASR) systems. Asian-accented English, in particular, remains underrepresented in publicly available datasets, leading to significant transcription errors in this critical domain.

computer science


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biology


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computer science


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medicine


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computer science


Question:
Boyle and Canning (2005) examined how audit education affected people's opinion of
poor auditor performance. The findings of this study revealed that those who had
received the most audit education were indeed the ones most sceptical of auditors'
work. Their study claimed that “exposure to audit education can significantly increase
perceptions of deficient auditor performance and consequently widen the deficient
performance gap” (Boyle and Canning, 2005).

business


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psychology


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computer science


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applied linguistics


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social sciences


Question: Please introduce some reviews about genome rearrangements in an endosymbiont.

biology


Question:
Predictive Validity of Non-Cognitive Measures in College Admissions
Dear Editor,
I commend Paris, Beckowski, and Fiorot (2023) for exploring the predictive validity of motivational-developmental dimensions in test-optional college admissions. In my opinion, while aptitude tests are helpful, they only predict part of the variance in college outcomes, such as Grade Point Average (GPA), which measures a student's overall academic performance. I think the non-cognitive dimensions assessed in this study may indeed capture important, otherwise overlooked factors.
Social Desirability Bias in Non-Cognitive Measures
However, I believe the main challenge with using non-cognitive measures is the potential for social desirability bias. Students are highly motivated to present themselves in the best possible light in high-stakes contexts like college admissions. This pressure can lead them to craft responses that align with what admissions committees want to see rather than providing genuine reflections of their motivations or resilience. This response bias can significantly compromise the validity of these assessments.
Using an implicit test that forces examinees to choose an answer immediately without overthinking or incorporating impression management techniques like those used in Cattell’s 16 Personality Factor Questionnaire (16PF) could help overcome social desirability bias. The use of implicit measures, such as those developed in Project Implicit by Greenwald, Banaji, and Nosek, has shown promise in reducing response bias by assessing automatic associations rather than relying on deliberate self-reporting. This approach could provide a more accurate evaluation of applicants' non-cognitive traits. It would be more effective than using explicit tests like open-ended essay questions, which are prone to this type of bias. Establishing the predictive validity of non-cognitive measures is inherently challenging when the authenticity of responses is questioned.
Selection Bias in Test-Optional Policies
Selection bias is also a concern. Since the study uses test-optional admissions policies, students who opted out of standardized tests might differ significantly from those who did not. This could introduce selection bias, affecting the generalizability of the findings. For instance, students choosing test-optional pathways may have different strengths or weaknesses than those who submitted standardized test scores, which could bias the study’s conclusions about the predictive validity of non-cognitive measures. Ultimately, this selection bias limits how much the findings can be applied to a broader population of college applicants.
Low Inter-Rater Reliability
Another issue is that these assessments are inherently subjective, as evidenced by the low inter-rater reliability reported in the study. To address this issue, standardizing scoring criteria or providing more comprehensive rater training could help improve consistency across different raters. In my view, as a fundamental principle of psychometrics, a test must be reliable before it can be considered valid. This limits the utility of non-cognitive measures in predicting academic performance.
Conclusion
Despite these challenges, this work opens essential avenues for expanding our understanding of student potential beyond standardized tests.
Call to Action
Cognitive tests used in admissions, such as aptitude tests, have limitations in predicting college GPA or measuring overall college success. Therefore, exploring and introducing alternative measures, such as non-cognitive assessments, is essential to capture variance in GPA not explained by cognitive measures. Incorporating well-researched methods that have shown better reliability is crucial to addressing the biases and weaknesses of non-cognitive measures.
I encourage admissions offices to pilot and evaluate implicit measures, such as those inspired by Project Implicit, alongside traditional tools. Collaboration between psychometricians, admissions professionals, and researchers can help refine these methods, ensuring they are valid and reliable. Additionally, further research into innovative strategies to address social desirability and improve the consistency of non-cognitive assessments is strongly recommended.

cite reference for this apa format

psychology


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medicine


Question:
I have a list of OpenAlex open access publications. I need to go through each open access paper and determine the following:

1) does the paper reference a mission or model from NASA Jet Propulsion Laboratory?
2) what is the nature of the reference? is it a simple mention, or does the paper make use of the mission/model data?
3) how is the mission/model data used in terms of advancing research framework, paper arguments, methodology, assumptions, implementation, and citation network

computer science


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computer science


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engineering


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physics


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biology


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engineering


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neuroscience


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energy science


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biology


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engineering


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computer science


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biology


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social sciences


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math


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finance


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bird imagery in Romantic poetry as a site for eco-metaphysical critique.
Discuss how birds, when viewed through this framework, can be interpreted as ecological agents rather than mere symbols of human transcendence, offering a more balanced perspective on their role in nature and literature.
give a 800 words essay

literature


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neuroscience


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business


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medicine


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physics


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biology


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computer science


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computer science


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engineering


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engineering


Question: i want paper that use chat gpt in Data analysis

computer science


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finance


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psychology


Question: find papers on gender differences on wage and attrition from journals "management science" and "american economic review" and "organization science" and "journal of labor economics"

finance


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engineering


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psychology


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tourism studies


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engineering


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tourism studies


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computer science


Question:
continue Different agile methodologies have been developed to address various challenges in software development. Some of the most popular agile methods include Scrum, Extreme Programming (XP), Kanban, and their fusions \cite{Fuior2019KeyEF, Altameem2015ImpactOA}. "Scrum is the most used and the most useful agile framework currently available, both in research and in the industry", notably, Scrum has emerged as the most popular agile framework in both academic research and industry practice\cite{article}. Despite the considerable acclaim it has received, there exists a paucity of studies that provide  evidence and comprehensive analyses to claims regarding Scrum's superiority over alternative methodologies.
 The primary goal of a Systematic Literature Review (SLR) is to identify
gaps in the current literature by synthesizing the findings of multiple studies
and providing a comprehensive understanding of the research topic[6]. This is
particularly important in the context of Scrum, where claims of its superiority over
other methodologies may lack empirical support[7]. By systematically reviewing
the literature, an SLR can pinpoint areas that require further investigation, guide
future research efforts, and ensure that they are focused on addressing significant
questions[8]. This research aims

computer science


Question: What is the best way to teach proposal writing in a technical writing class

education


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business


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computer science


Question: Technological Solutions for Accent Classification

computer science


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environmental science


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computer science


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medicine


Question: Psychological theories of learning and self-efficacy

psychology


Question: Please help me find some papers about CSI compression feedback applications in ISAC (Integrated Sensing and Communications) systems in rescent 2 years

engineering


Question: inductive bias in knowledge Graphs

computer science


Question: CNN model for wheat germination detections?

computer science


Question: Are there any survey papers on progress towards spatiotemporal intelligence (e.g. 3D, video generation)? Spatiotemporal intelligence is defined as 1. understand and reason about spatial relationships between objects in 3D space and how these relationships evolve over time, and 2. generate visual content while maintaining physical consistency and temporal coherence. The paper doesn't have to use this term "spatiotemporal intelligence", as this is not a widely accepted term. Please focus on the two definitions instead.

computer science


Question: ethylene production from ethane process aspen hysys

engineering


Question: GIVE me publications that show the gene markers in mice that directly and uniquely correlate with epithelial cells in colons

biology


Question: Li verified that Stress may affect the drug resistance of tumor cells through the synergistic effect of AP-1 family transcription factors (JUN/FOS), ATF3, heat shock proteins, DNA damage genes and other stress-related genes.

biology


Question: Find a paper that defines high Linear energy transfer and low Linear energy transfer

physics


Question: Are there any studies on whether recognizing confirmation bias can mitigate its effects?

psychology


Question: deepmind used imitation learning to train a model that supports branching and diving in MIP. are there works that use RL more explicitly for this problem? if so, what are their rewards?

computer science


Question: Summarize “fast threshold test for detecting discrimination”

computer science


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medicine


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engineering


Question: Polysaccharides in Microbial Fermentation for Advanced Biofuels on topics i was specific materials to use

biology


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computer science


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Question: Laser-induced breakdown spectroscopy: a literature on the transformation of liquid phase to solid phase greatly influenced by environment.

chemistry


Question: Summarize the key technical contributions and findings of the following paper. Introducing Syllable Tokenization for Low-resource Languages: A Case Study with Swahili

computer science


Question: How can large language models democratize education?

education


Question: When does adding more few-shot prompts significantly improve GPT-4's performance

computer science


Question: Learn about Alzheimer's disease

medicine


Question: Does horsetail extract improve plant health?

agriculture


Question: I want to determine a change poirt for using point cloud

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Question: context in dialogue classification

computer science


Question: the research landscape or literature mapping for AI agents for translation tasks?

computer science


Question:
Beyond 5G (B5G) networks are expected to support ultra-reliable, low-latency communication (URLLC) and massive machine-type communication (mMTC). These demands expose the limitations of conventional orthogonal access schemes such as TDMA and OFDMA, which suffer from scheduling overhead and inefficient spectrum utilization. Grant-free Non-Orthogonal Multiple Access (NOMA) offers a scalable alter-native by allowing devices to transmit without coordination.
While this improves access latency and spectral efficiency, it introduces new challenges in the form of signal collisions and interference. This motivates the need for a collision-aware and communication-efficient framework for WFL over grant-free NOMA systems.

engineering


Question: what is faster, translation or post transcriptional modification

biology


Question: i did not  askes about green process innovation, i asked about the difference between green innovation product (GIP) and green product innovation (GPI), what is the difference?

business


Question: Can you find papers that study how LLM agents decide to use tools? What I mean is can we predict when an LLM will use a tool? Is it when the model is uncertain of its own knowledge? Do the model internals reveal something about the model decision to use a tool?

computer science


Question: What is microsimulation for population projections?

social sciences


Question: Parallelization algorithms in the context of bibliographic data analysis

computer science


Question: Search for research utilizing GNN-like(Graph Neural Network) models for Depression Detection, by constructing facial AU(Action Unit) feature network.

computer science


Question: Is there such a communication system that can measure the distance between nodes through RTT while realizing the communication function? And the transmission bandwidth of this communication system is relatively narrow? At the same time, the accuracy of timing synchronization can reach nanosecond level. Is there any paper that realizes such a communication system? Please note that I want to focus more on the implementation at the signal processing level, and provide IEEE papers as much as possible.

engineering


Question: Same structure input and target, LLM evaluation of similarity and quality

computer science


Question: Governance models in Open Source

computer science


Question: Presence of organic pollutants in karst underground rivers

environmental science


Question: Research papers on advanced separation methods of crude oil from soapstock and wet gums which are both a soybean refining byproduct

engineering


Question: Write a research motivation for the topic "Adaptive User Clustering and Power Control in Grant-Free Non-Orthogonal Multiple Access (NOMA) Systems for Wireless Federated Learning"

engineering


Question: constructivism and Biggs' constructive alignment

education


Question: Foot medial longitudinal arch

medicine


Question: check works that combine Spiking Neural Network and Embodied AI

computer science


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engineering


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earth sciences


Question: which is the Mathematical Representation of Beamforming

engineering


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Question: what are the main points in the paper “Skyrmion qubits: Challenges for future quantum computing applications”

physics


Question: any new discovery in SLM?

computer science


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environmental science


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psychology


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Question: how can i conduct a survey of LLM patent for Automotive or manufactual companies AI Labs.

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engineering


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computer science


Question: "Search for academic journals on the Principles of Networking"

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social sciences


Question: Localisation of Mythology in Cross-Cultural Communication Adaptive Adaptation

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chemistry


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biology


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social sciences


Question: Find papers that provide methods to illustrate the homogeneity of topics. The method could be related to entrophy or normalized entrophy.

computer science


Question:
Regarding gender, odds ratios indicated that being male had an effect on renal function decline. The results support previous studies on the influence of sex hormones. Specifically, the relative deficiency of estrogen, which is renoprotective in men, and the predominant secretion of testosterone, which promotes inflammatory responses and fibrosis, have been reported to act as risk factors for reduced renal function. In addition, the metabolic loading effects of relative increases in muscle mass in men have also been considered as a sex-dependent risk factor for impaired renal function.
Look for literature that provides evidence for this.

medicine


Question: many LLMs version of Gemini include 'flash' in their name, what does it mean?

computer science


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engineering


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psychology


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engineering


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psychology


Question: Are there any research that HBV was infected to macrophage cell line? Also, is that a relavent model as infection model?

biology


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computer science


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medicine


Question: Why is intrincis motivation, learning to learn important to prepare students for the world of tomorrow?    What literature is saying about this?

education


Question: what is the state of the art for the grant application process for scientific reseaerch projects?

science policy


Question:
make on one academic paragraph these point: To detect network communities the Louvain algorithm is applied.
Based on modularity optimization the nodes are grouped group
To improve efficiency and scalability [6] the Community-based influence maximization has been shown.
in optimizing information diffusion some other literature have also highlighted the significance of community detection [7].

computer science


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medicine


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social sciences


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environmental science


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computer science


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medicine


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Question: Summarize the key technical contributions and empirical findings of the following paper. Data Selection Curriculum for Neural Machine Translation

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computer science


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environmental science


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plant science


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computer science


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psychology


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environmental science


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medicine


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social sciences


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food science


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psychology


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medicine


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computer science


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Question: How are conflicting performance metrics handled in materials design?

engineering


Question: Which envirnment or ambiance is ideal for reading: quiet places or places with some background noise like a park or café?

psychology


Question: find papers on the use of llms to analyse csv files

computer science


Question: General ML challenges in engineering/fault diagnosis

engineering


Question: could you give me references of graph theory metrics that have been used to measure connectivity in transport networks

engineering


Question: Is there a way to induce language agnostic features in LLMs?

computer science


Question: IA not AI in education

education


Question: Has anyone find the siarylation of tau for biomarkers for Alzheimer's disease?

neuroscience


Question: derived de rham cohomology of manifolds

math


Question: Please give me an introduction to the Transformer.

computer science


Question: give me main references for generative models in particular conditional generative models

computer science


Question: video generation with explicit memory block

computer science


Question: Eating disorder and psychological well being

psychology


Question: What are the state-of-the-art methods in using large language models for machine translation post-editing

computer science


Question: dynamic binary instrumentation and distributed systems

computer science


Question: How to train reranker for document relevance

computer science


Question:
Introduction
Cybercrime is one of the most serious threats facing organizations in the modern era. These crimes are not limited to hacking computer systems or stealing information, but also include disrupting vital operations and illegally exploiting digital assets. They also target a variety of targets that are important to individuals and organizations, including personal and financial data, and digital infrastructure. Cybercrime aims to achieve financial gain, destroy business operations, and undermine trust between customers and partners. In this context, we will discuss the potential targets of these crimes, providing real-life examples to explain the reasons for targeting and the resulting effects, in addition to providing preventive solutions to protect against these crimes.

computer science


Question: SGLT2 inhibitors work primarily to lower blood sugar by blocking the reabsorption of glucose in the kidneys. By inhibiting SGLT2's ability to move sodium ions and glucose together into cells, glucose is excreted in the urine.

medicine


Question: Gene silencing is a common phenomenon in transformation processes and may involve multiple factors, including transient expression, multicopy insertions, epigenetic regulation, activation of RNA interference, and recognition/excision by cellular repair mechanisms.

biology


Question: what is the best mouse model of stxbp1 disorder?

neuroscience


Question: which methods can do root cause analysis

business


Question: miRNA target ABA biosynthesis and signalling to regulate strawberry fruit ripening

biology


Question: The biological function analysis and engineering transformation of fungi are highly dependent on the establishment of genetic transformation system, which can accurately regulate the expression of target genes by means of gene knockout, overexpression or heterologous integration, so as to reveal the regulatory mechanism of metabolic pathways and optimize the performance of strains.

biology


Question: Adherence to lurasidone treatment in patients with schizophrenia: impact of food intake and other factors

medicine


Question: search for texts that define the concept of Cultural Heritage and that also explore these various definitions of cultural heritage according to different institutions and researchers.

social sciences


Question: find papers on long context question answering

computer science


Question: Attention Mechanisms for Ranking Aggregation in Information Retrieval

computer science


Question: Is there any mention of events that inhibit the delivery of albumin to tumors?

medicine


Question: "Please compile a table that summarizes the technical challenges in satellite remote sensing, their solutions, and the key enabling technologies at a detailed level, with as much variation as possible."

earth sciences


Question: Are there any research since 2022 on self-awareness and LLM or AGI?

computer science


Question: What are the advantages of AI in the legal field

social sciences


Question: 3 core resources for critical reflection in service-learning

education


Question: two phase flow visualization of water electrolysis

engineering


Question: Reinforcement Learning with Genetic programing in microRTS game

computer science


Question: using LLMs for auto driving

computer science


Question:
Deep brain stimulation of habenula reduces
depressive symptoms and modulates brain
activities in treatment-resistant depression

neuroscience


Question: What works do you know, concerning the problem of a laminar/turbulent liquid jet impacting on a rotating hot plate? I am interested both in hydrodynamic and thermal analysis.

engineering


Question: I want to give a presentation on developments in compositional visual reasoning. I have already covered CLIP and their failure as 'bag of words' models. I have covered methods to improve CLIP-like models like finetuning on negatives or scene graphs. But I want to explore other recent approaches. Please find me some.

computer science


Question: What is the global GHG emission due to do cold chain logistic whatever is the application

environmental science


Question: This patient has the following genetic patterns: This patient has the following genetic patterns: EGFR is overexpressed. This patient has the following phenotypes/clinical profile: this patient is Black/African American with no history of neoadjuvant treatment. Lapatinib works for this patient to treat triple negative breast cancer. Please explain why Lapatinib is effective for this patient with such genotype and clinical profile in terms of cancer biology

medicine


Question: Introduction to Imposter Syndrome

psychology


Question: What is the frequency range of the burping sound?

physics


Question: effect of satisfaction on user engagement in the context of mobile apps

computer science


Question: Why hourglass structures are useful in stereo matching networks

computer science


Question: Give me the best references of recent papers from international scientific journals with high impact factor about formative versus summative assessments using narratives (i.e., if we use storytelling as a teaching methodology/strategy in schools, how can we evaluate learning outcomes through formative assessments and summative assessments, and what differs between these two approaches in this case?) – specially for STEM education and/or ethic education.

education


Question: What is the best method to check a neuron recorded by invivo extracellular recording is responsive to drifting grating

neuroscience


Question: What are the advantages of qk-norm in  Transformer?

computer science


Question: What is the latest progress on the solution of unsteady problems by PINN or related methods?

computer science


Question:
Physiological measurements “ biochemical- chlorophyll fluorescence”
2019 to 2024

biology


Question: Are there any studies showing if LMs can help scientists to synthesize scientific literature? Can you suggest some papers?

computer science


Question: Perception of sustainable development goals and peaceful behaviour

social sciences


Question: some work in DL use Dropout to approx the bayesian distribution thus model the uncertainty, are there some related techniques that feature some kind of vairantions of such methods?

computer science


Question: What are mean diffusivity, fractional anisotropy, helix angle, and E2A in the context of cardiac diffusion tensor MRI and what pathology are they useful for in terms of characterization

medicine


Question: Related work section for Retrieval-Augmented Generation in computer vision

computer science


Question: Tell me about all the problems arising from using too much AI for academic research

education


Question: Are there specific examples where denoising has been applied to SAR, HSI, and MSI data with other modality?

earth sciences


Question: What is the Component Display Theory by Merrill?

education


Question: Creativity is extremely valuable in the modern world. Discuss.

psychology


Question: Facilitators of professional adaptation in nurses

medicine


Question: comorbidity rate in epilepsy

medicine


Question: I have a project for my PhD in which I work on 3D face parsing using triangular mesh. Which of the available 3D face datasets is suitable for my project where it is easy to annotate and make my model work with arbitrary 3D faces, and why?

computer science


Question: application for Impact of Induced Emotional State on Memory Recall

psychology


Question: Key components in effective onboarding mechanism in open source

computer science


Question: Summary all paper about agent

computer science


Question: o	What consequences or impacts of pet loss and grief have been reported in the theoretical literature?

psychology


Question: Tell me about psi research

psychology


Question: large language models for topic modeling - only use topc venues

computer science


Question: What are the most recent time series models?

computer science


Question: tell me the sota performance of paper summarization

computer science


Question: LACTATE/ALBUMIN RATIO AS A PREDICTOR OF REBLEEDING AND MORTALITY IN PATIENTS WITH UPPER GASTROINTESTINAL BLEEDING AND CIRRHOSIS OF THE LIVER.

medicine


Question: dataset with how international people from different countries use language models

computer science


Question: Are there any papers that describe anomaly detection methods using neural networks?

computer science


Question: Tell me how relational generalization in transitive inference works

psychology


Question: TAVI valve in valve in degenerated small surgical prosthesis

medicine


Question: List papers about how to training reward models in RLHF

computer science


Question: Hi, could you provide the evidence of nonlinear optical effects observed in polymer fibers or tapered polymer fibers, such as PMMA or PC, with the source attached.

physics


Question: Summarize the current state of knowledge on the evolution of the number of odorant receptor genes in insects.

biology


Question: What are the training and eval guidelines assessed in the paper "Paloma: A Benchmark for Evaluating Language Model Fit" (corpusId: 266348815)? Show relevant excerpts so I can verify.

computer science


Question: Find papers on variance-dependent regrets for Markov decision processes

computer science


Question: find me a few published articles about introducing mastodon as a leading platform of decentralized platforms

computer science


Question: Place graphs and geographic knowledge graphs are qualitative tools for modeling places, allowing them to represent and understand both spatial and semantic information about places or geographic objects. The core concept underlying both tools is the description of connections between entities in space

environmental science


Question: Find papers on neural guided source separation

computer science


Question: Quadruped Robot vision language action model

robotics


Question: write a section "Background of XR and its limitations" in the paper "Adaptive interface for extended reality: physical-virtual design paradigm empowered by generative AI"

computer science


Question: Visual Analysis of Research Hotspots and Frontiers in the Digitization of Domestic Vocational Education Based on CiteSpace

education


Question: summarize the term paper on ;Health Professionals’ Ethical, Security, and Patient Safety Concerns Using Digital Health Technologies: A Mixed Method Research Study. 2024. Health Services Insights

medicine


Question: Method for controlling the opening and closing of floodgates in the river network to prevent inland flooding during heavy rain

engineering


Question: Summarize the literature on pluralistic alignment in the context of LLMs alignment

computer science


Question: What else is worth studying about monolayer perovskite

engineering


Question: Please list works that fine-tune of post train an MoE (mixture of experts) model.

computer science


Question: Shadow imaging and multi-layer refraction in bioimaging

medicine


Question: Find me papers where an LLM invokes multiple tools and their outputs are compared.

computer science


Question: can you find papers on heat-pipe based liquid cooling systems for data center

engineering


Question: find papers that combines augmented reality with object recognition using deep learning

computer science


Question: Which patient subgroups have similar care trajectories?

healthcare/medical research


Question: suggest papers that study underwater simulation

computer science


Question: what is the relationship between mucus and cell adhesion molecules

biology


Question: injury risk warm up adult

sports science


Question: is it true that security investment models often consider cost-benefit analysis, but only few integrate economic return on investment (ROI) metrics into deception-based cybersecurity frameworks?

computer science


Question: Study on penetration analysis of two thin plates placed at a distance

engineering


Question: Cross-cultural Narrative and Visual Expression in Global Food Documentaries

social sciences


Question: What are good ways to activate students' learning process in a lecture on image embeddings?

education


Question: Prediction of SS genotype from Hematorhelogical Data using ML algorithms

medicine


Question: Dissolution test using needle and syringe

medicine


Question: I want to collect the most important evidence supporting the use of acupuncture in facial palsy

medicine


Question: virus infection cellular metabolism

biology


Question: Generate recipe by food image.

computer science


Question: What amount of data is called a small sample in time series forecasting?

math


Question:
im making a text editor, and im struggling with thinking on a subject, im making the syntax highlighting engine, and for that, im using tree-sitter, but, there are a few quirks to the implementation in which im not quite sure how I should go about solving them.

First is, tree-sitter gives a list of captures, which is not really optimal to work with, as those captures are in a vector and searching would be very expensive, to solve that, I thought about maybe using a interval tree, which would be derived from that capture list.

I have a few thought and considerations about possible problems with this though. Syntax highlighting documents should happen incrementally, that is, when you edit text, tree-sitter allow you to commit only changes to a tree, which would keep it updated with the text content.

So after loading the text, i would get all captures, but, after editing, I'm not sure how I could query only the changes on the captures from tree-sitter, and moreover, a change in the middle of the document could technically modify every interval on the tree after that point, which would make it expensive to also update the tree.

I'm trying to figure out data structures, patterns or algorithms to solving this problem such that it follows the constraints that I have

computer science


Question: I want to adapt the PRM algorithm to a holonomic long robot.

robotics


Question: What is the required laser intensity to perform super resolution fluorescence imaging using STED microscopy?

physics


Question: summarize "Entanglement and quantum tomography with top quarks at the LHC"

physics


Question: Can you point some papers on this topic - "Agentic RAG" ?

computer science


Question: What recommendations are there to improve retinal thickness?

medicine


Question: Is there a link between lack of economic/financial means (economic capital) and property crime? Preferably studies set in Germany

social sciences


Question: early rule based language model paper

computer science


Question: what is the new zealand decile system in education

education


Question: multi view graph pretraining

computer science


Question: Background Statement on the Influence of Gender Representation on Female Labor Force Participation in the context of gender policy adoption in Ethiopia and East African Countries (with more than 600 words)

finance


Question: laser thin film cutting

engineering


Question: Please help me find a paper that analyzed network activity for robot behavior policy learning.

computer science


Question: llm-based self replicating agent papers

computer science


Question: data system must be redesigned for large language model

computer science


Question: Online legal jurnalism in Uzbekistan

social sciences


Question: find papers about modern political theory

social sciences


Question: In the context of writing a doctoral thesis entitled The Impact of Digital Marketing Activities on Developing the Customer Relationship, taking into consideration that the independent variables of the study include telephone marketing, content marketing, and social media marketing, while the dependent variables include loyalty, satisfaction, and customer retention, with the presence of relationship quality as an intervening variable, you are asked for suggestions for previous studies for this thesis.

marketing


Question: Find me papers on reasoning in LLMs that are trained in such a way that in a PRM dataset first thes models are trained to make the first step correct and then they are iteratively trained to make the other steps correct sequentially. The aim is to make ease the task of learning.

computer science


Question: Check for prior work about linear transformer

computer science


Question: Explore object detection and data augmentation in image processing.

computer science


Question: mechanistic interpretability for calibration or certainty

computer science


Question:
Accurate predictions on small data with a
tabular foundation model summerize this paper

computer science


Question: give me a literature review on the predictin of the summer olympic competition medals and ranks

sports science


Question: What is the paper about transforming monolithic models to compositional systems of expert modules where the experts are self-specialized using self-generated data?

computer science


Question: Show me research done on collocations, especially ones with practical applications

social sciences


Question: Predict the melting point and crystal structure of CaSc2O4

engineering


Question: What is the definition of strong and weak polyelectrolytes?

chemistry


Question: the idea of ResNet

computer science


Question: I'm sorry, but I can't provide specific details about that publication since I don't have access to external databases or the ability to browse the internet. However, you can try searching for the publication using its title and authors on academic databases like PubMed, Google Scholar, or a university library's resources. This should help you find the journal, volume, DOI, and other relevant information.

computer science


Question: The mere exposure effect

psychology


Question: What papers show that language models are not truthful?

computer science


Question: Blurring of reality and illusion in literature

literature


Question: Stochastic Gradient Descent classifier

computer science


Question: Three-dimensional structure of proteins containing trisulfide bonds

biology


Question: Please give a detailed introduction to the mechanism that affects the plastic-brittle deformation of ceramics.

engineering


Question: Please fine me some support for the following argument: In fields such as software development and education, LLM-based AI agents have demonstrated their potential as collaborators【】 - they can understand context【】, maintain conversation flow【】, and actively participate in the entire workflow【】

computer science


Question: why is it important to estimate the number of patients during a pandemic?

medicine


Question: What is land tenure

finance


Question: synthesize training data with LLMs

computer science


Question: Simulation Design of Multi-Target Observation System Based on Multi-Sensor Fusion for Unmanned Aerial Vehicle

engineering


Question: Find the even and odd signals for a sine/cosine signal.

engineering


Question: Solar cell coolinh system heat sink

engineering


Question: In clinical settings, real-time data verification using LLMs can improve patient care by providing healthcare professionals with access to the most accurate and up-to-date information. This can aid in diagnosis, treatment planning, and the management of medical records, ultimately contributing to better patient outcomes

information science


Question: Please provide a definition for 'uncertainty' , including  examples and relevance  for the energy domain . Do not use list items. 'Please start with 'Uncertainty is a '

environmental science


Question:
Discuss, describe and illuminate the current research findings on how an individual can gain muscle mass
Take into account the following considerations:
(1) Load; (2) Volume; (3) Frequency; (4) Intensity; (5) specific form of exercise E.G., Resistance exercise, Endurance exercise or resistance exercise combined with endurance exercise; (6) timing if nutrient and nutrition intake i.e. pre, intra, post; (7) Amount of protein  (PRO) for optimal muscle budling and muscle gaining; (8) How much carbohydrates (CHO) are needed for optimal muscle gains; (9) Rest between sets; (10) rest between sessions I.E. one day, three days for recovery; (11) Weather eccentric, concentric & polymetric exercises should be used in combination or by themselves when performing exercise; (12) Isolated muscle group exercises or compound exercises; (13) number of sets in a session and for particular muscle groups and exercises; (14)  Number of times a week an individual should train; (15) Number of times a week an individual should train specific muscle groups; (16) Daily consumption of protein; (17) should an individual train to failure; (18) the impact of progressive overload on muscle size and muscle gains; (19) number of sets in a session of exercise

sports science


Question: Please give relevant research on distance learning in sentence classification.

computer science


Question: speed of adjsutment of capital structure

finance


Question: Trainable data augmentation for neural networks

computer science


Question:
What are the reported advantages of using AI tools in language classroom assessments (e.g., time-saving, consistency, improved feedback)?
How do AI tools contribute to objectivity and fairness in assessments?
In what ways do AI tools help lecturers manage large class sizes or heavy grading workloads?
How does AI support the provision of timely, personalized, and constructive feedback in assessments?

education


Question: How does air temperature impact solar power generation and the performance of a solar power system, and is this effect directly reported in the literature or only indirectly inferred? If directly mentioned, what is the exact quotation? If indirectly inferred, what logical inference can be drawn?

engineering


Question: electron orbital magnetic moment phonon

physics


Question: i want to learn in depth how to chemically strengthen glass

engineering


Question: 6-dof robot manipulator cross a hole

robotics


Question: Stellar evolution and Binary black holes

physics


Question: Can you suggest the importance of age for predicting mortality following endovascular aneurysm repair for abdominal aortic aneurysm?

medicine


Question: mediator role between social interaction via VR and behaviours intentions

psychology


Question: The historical background of the depiction of posthumanism in literature

literature


Question: As an additional effect/outlook of aspirin, the potential of aspirin - introduction of research on anticancer/anti-metastatic effects, etc., treatment prospects and possibility of using anticancer drugs

medicine


Question: coffee and heart disease

medicine


Question: How do superoscillations  behave in terms of energy?

physics


Question: Against this backdrop, the present study introduces an AI-driven framework that integrates LLM into flood disaster preparation protocols.

computer science


Question: Hows does the 2DFS in pulsar astronomy work?

physics


Question: positive use of social media

psychology


Question: show three main refrences for  mean-field game model

math


Question: given a bunch of 3D points, estimate polynomial spline segments in that 3D space

computer science


Question: CuZnSOD knockout and neuromuscular junction

neuroscience


Question: tranexamic acid nebulization in patients with hemoptysis

medicine


Question: What are the optimal levels of LDL-C for all-cause mortality? The LDL-c levels for whcih the all-cause mortality is the lowest?

medicine


Question: has anyone studied theoretically the chain of thought prompting strategy?

computer science


Question: Can you find papers on attention maps for explainable AI being misleading?

computer science


Question: Historical Critical Discourse Analysis  key principles

social sciences


Question: interpretation of uml and generative ai

computer science


Question: approximately 75% of government employees in various regions expressed concerns about the reliability and ethical implications of AI technologies

social sciences


Question: How currency appreciation solve Dutch disease?

finance


Question: Pathogensis of parkinson diseases

medicine


Question: human resource management effect on innovative work behavior

business


Question:
have research agents been able to take in different kinds of data—like text, numbers, clinical reports, even trends across industries—and actually generate new insights or hypotheses?

Not just summarizing what's out there, but connecting dots in a way that leads to something novel?

computer science


Question: Menin inhibitor and diabetes

medicine


Question: are there difference in EHR workload between EHR systems like Epic and Cerner?

medicine


Question: find papers on topic "Contrastive Decoding Methods"

computer science


Question: find papers on research gaps on aluminum ion adsorption methods

chemistry


Question: Standard Test Method for Abrasion Resistance of Stone Subjected to Foot Traffic

engineering


Question: are there any new studies that have developed a survey instrument for Self regulated learning in the light of use of AI tools ? What kind of studies are being done in this area?

education


Question: How to do the modal completion research

computer science


Question: Despite advances in automatic speech recognition (ASR), performance often degrades significantly for non-native English speakers, such as Ghanaian English users, due to inadequate modelling of accent-specific phonetic and prosodic features

computer science


Question: New technologies and artificial intelligence in education and consulting

education


Question: fastest algorithms in time complexity to find approximate enclosing ellipsoid

computer science


Question: what papers are there about quantum effects in biology and living things?

biology


Question: Alert Triaging in security operation centres using Agentic AI, LLM and RAG Model

computer science


Question: studies on authentication methods such as passwords, biometric, 2FA, SSO, graphical password, RBA, passwordless, Device PIN, recovery questions, social authentication

computer science


Question: resistance behavior of tube test in mice

psychology


Question: Breast cancer in Libyan population

medicine


Question: Integrate findings from RCTs and SLRs to develop treatment protocols that address patient subpopulation efficacy.

medicine


Question: Please provide a summary of the literature related to the use of wearable devices to estimate performance status, separately in cancer and non-cancer populations.

medicine


Question: can you give me references for this secentens: Lead exposure is known to cause oxidative stress, which is characterized by an imbalance between reactive oxygen species (ROS) production and antioxidant defenses, leading to cellular damage, particularly in vital organs such as the liver and kidneys.

toxicology


Question: single-label classroom dialogue classification

computer science


Question: Gastric ulcer And aspirin and rat (2020-2024)

medicine


Question: anomaly detection using ai

computer science


Question: jacobian function in Tensorflow uses enoumous memory storages for its computation. Thus, multiple time computation of the jacobian function leads to memory storage error (out of memory). Are there any tips to mitigate the short of memory isssues when calculating jacobian in Tensorflow (v2)?

computer science


Question: Studies summarizing factors that contribute to the spread of disinformation

social sciences


Question: the usage of bertopic

computer science


Question: Find papers relating to extrapolable position encodings for transformers relating to non-language tasks.

computer science


Question:
summarize the paper: Hallo: Hierarchical Audio-Driven Visual Synthesis for
Portrait Image Animation

computer science


Question: what is the meaning of life

social sciences


Question: The band diagram of FeSe STO was experimentally measured

physics


Question: how to measure fluorescence of mRNA coding gfp using plate reader as a method?

biology


Question: find research paper about developing suggestive generative ai

computer science


Question: full automation of data science pipeline

computer science


Question: The main methods for solving high latency problems in the current industrial Internet

computer science


Question: The literature on generating synthetic mathematical problems.

computer science


Question: Quantum criticality + Dynamical Mean field theory + entanglement

physics


Question: Is there a communication system that can achieve high-precision timing synchronization while communicating, and the transmission bandwidth of this communication system is relatively narrow? The accuracy of timing synchronization can reach nanosecond level. Please note that I want to focus more on the implementation of pure communication methods. And provide IEEE journal papers as much as possible

engineering


Question: Completely open-source  language models list, including Data, Code, and Checkpoints

computer science


Question:
Enhancing the usability of chatbots.
wantt to write my own research paper , please write

computer science


Question: dealing with high-dimensional data from imperfect observational sources

math


Question: any work on analysis the conflicting objectives in alignment

computer science


Question: Write an article about the effects of root exudates on the transcriptome of Bacillus velezi

biology


Question: find papers about Tablet and Pen in ADHD Detection, kinematic features

computer science


Question: please investigate researches to use llm as a human simulator.

computer science


Question: what is the best design on UI UX application

computer science


Question: what are the main benefits of coffee someone may unknow?

nutrition science


Question: Has there been work on meta learning with adapters for efficient multi-task adaptation?

computer science


Question: I would like to know of survey papers on report summary tasks using the LLM or multimodal LLM.

computer science


Question: From checkers to alpha fold

computer science


Question: what are the Effect of blended learning on students' learning outcomes

education


Question:
Hence, precise inferences can be
derived as mature miRNA levels typically correspond to miRNA activity, while posttranslational modifications of proteins often lead to intricate associations between
protein activity and expression levels. In Major Depressive Disorder (MDD), many
microRNAs (miRNAs) have been discovered to have a role in the progression of the
disease by targeting certain disease-causing proteins or pathways

neuroscience


Question: Tell me about Vitamin 12

nutrition


Question: Can micro-expressions be mimicked?

psychology


Question: generative ai impelemented in industries

computer science


Question: latest paper about nanopore dna basecalling model

biology


Question: How does federated learning and D2D Communication help in resource allocation in Near RT RAN intelligent Controller in ORAN? Any research gaps?

computer science


Question: does the symptom reporting of mcas patients correspond to diagnosis criteria?

medicine


Question: I want to know why EMD (empirical mode decomposition) can provide insights about the reality of physical world.

computer science


Question: Cadmium hydroxide type structure

chemistry


Question: By detecting BH mergers with high precision, the ET can test whether the final BH resulting from a merger is fully described by its mass and spin, as predicted by the no-hair theorem in GR

physics


Question: Please name some researchers who have been studying the problem of the Lee-Yang zero in the Ising model of statistical mechanics from a theoretical rather than a numerical point of view over the last five years or so. In particular, it would be helpful if anyone has investigated it from a spin glass perspective.

physics


Question: VPI in creative design

arts


Question: how autoencoder based anomaly detection works?

computer science


Question: suggest a few papers that incorporate llms in the automl pipeline particularly for tabular datasets

computer science


Question: can multimodal chain of thought reasoning improves LLM reasoning?

computer science


Question: In LLM multimodal alignment, typical the studies focus on intergrate langauge modal with Image, Audio, Video, and Text, is there any study to intergrate langauge modal to other modal other than the four modal above

computer science


Question: integreted sensors of organoid

engineering


Question:
Please find references for this paragraph：“With the continuous advancement of artificial intelligence technology, especially the rise of deep learning models and reinforcement learning models, social simulation research has ushered in new development opportunities. In the early days of artificial intelligence, the language ability of agents was not fully realized. In recent years, Natural Language Processing (NLP) technology has enabled agents to preliminarily understand and generate human language. Language models based on the Transformer architecture can efficiently utilize comprehensive training datasets and a large number of model parameters to generate a series of coherent dialogues. With the support of graphics card clusters and massive human text materials, large language models are finally formed, thus realizing more realistic language interaction simulation. Large models demonstrate powerful capabilities in processing complex data and simulating complex systems, which is of great significance for studying information dissemination and public opinion dynamics in social networks, providing new tools and methods for social simulation.
”

computer science


Question: Review of digital twin using AI for manufacturing setting

engineering


Question: A research paper in the field of misinformation studies that shows how emotions exacerbate confirmation bias.

psychology


Question: What is the latest treatment for triple negative breast cancer?

medicine


Question: History and evolution of auditing

finance


Question: what work has been done on belief change for arbitrary logics

computer science


Question: Find psychoanalytic papers on shame

psychology


Question: french researchers AI healthcare

computer science


Question:
I am working on Diarization in the wild - Specifically on the AVA-AVD corpus. I have employed method: Using X-Vectors from a Resnet100 based architecture (Pretrained) on speaker recognition on voxceleb. I have merged this with Video Modality by extracting and pooling faces in each detected speech segment using Arcface from Insightface. Ground Truth VAD is used.

The merging of modality is done using Attention where the video attends to image - Trained using a weighted loss (contrastive and BCE on all speakers in train set). I also do multitask learning to simultaneously learn the number of speakers for each input.

During Diarization, AHC is used with cosine distance but n_clusters is defined as the number of detected speakers. DER is calculated to 19.17% on test with collar of 0.25.

Is this novel and good?

computer science


Question: find me a paper that shows the connection between the mind and body in terms of injury/pain

psychology


Question: The impact of music on individuals with ADHD. Does music provide meaningful benefits to those with ADHD? And does music support those with ADHD differently then those who are so called "neurotypical"?

psychology


Question: What is the difference between conflict and war at the level of states?

social sciences


Question: Content Filtering System for In-Vehicle Large Model Corpus

computer science


Question: give me the latest research on avoiding or preventing type 2 diabetes

medicine


Question: hopf bifurcation direction for epidemic model

math


Question: write a paragraph of  related work of MLLMs for Geometric Problem Solving

computer science


Question: interesting and non-interesting reactions

chemistry


Question: How to combine LLMs with discrete program search using kolmogorov complexity.

computer science


Question: Rank the antivirals for HIV treatment by their CNS penetration

medicine


Question: Find papers on Botnet frameworks for testing.

computer science


Question: Transformer D/z connection type  zero sequence

engineering


Question:
Utilizing the identified MPs, malignant cell subsets are annotated, delineating cellular heterogeneity within tumors and constructing a comprehensive cell-cell communication (CCC) network among malignant cells.
By comparing CCC results across different drug efficacy groups, we identified subpopulations mediating the most frequent signaling in various tumor cell states, suggesting their critical roles in aberrant tumor activation and progression.
For each drug-related sample, malignant cells were aggregated, and cell subpopulations were annotated through metaprograms.
Drug efficacy groupings were incorporated into cell annotations to account for heterogeneity information.
As depicted in Figure 2, significant differences between cells were distinguished by "effective" and "ineffective" classifications within the sample groups.

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