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Collections including paper arxiv:2311.07463

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 20

Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 176
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 44
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15

Large Language Model (LLM) and NLP related papers.

about 11 hours ago

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Microsoft Research Papers

#PapersToRead from Microsoft Research in the broad space of Generative AI, Multi-agent systems, responsible AI practices, LLM Ops, and language models

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 18
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Paper • 2311.07361 • Published Nov 13, 2023 • 14

MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 47
nitrosocke/redshift-diffusion

Text-to-Image • Updated May 16, 2023 • 133 • 614
stabilityai/sdxl-turbo

Text-to-Image • Updated Jul 10, 2024 • 312k • 2.51k

Multi-Task Learning

STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map

Paper • 2307.03374 • Published Jul 7, 2023 • 1
AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations

Paper • 2304.04959 • Published Apr 11, 2023 • 2
Improvable Gap Balancing for Multi-Task Learning

Paper • 2307.15429 • Published Jul 28, 2023 • 1
Understanding and Improving Information Transfer in Multi-Task Learning

Paper • 2005.00944 • Published May 2, 2020 • 1

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 18
Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 152
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3

Holistic Evaluation of Text-To-Image Models

Paper • 2311.04287 • Published Nov 7, 2023 • 15
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
Trusted Source Alignment in Large Language Models

Paper • 2311.06697 • Published Nov 12, 2023 • 12
DiLoCo: Distributed Low-Communication Training of Language Models

Paper • 2311.08105 • Published Nov 14, 2023 • 16

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 119
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15

😱 Microsoft Papers with no code/data release

Collection of Microsoft Papers with no code/data release

MEGA: Multilingual Evaluation of Generative AI

Paper • 2303.12528 • Published Mar 22, 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
Kosmos-2.5: A Multimodal Literate Model

Paper • 2309.11419 • Published Sep 20, 2023 • 55
A Unified View of Masked Image Modeling

Paper • 2210.10615 • Published Oct 19, 2022

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 20

Multi-Task Learning

STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map

Paper • 2307.03374 • Published Jul 7, 2023 • 1
AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations

Paper • 2304.04959 • Published Apr 11, 2023 • 2
Improvable Gap Balancing for Multi-Task Learning

Paper • 2307.15429 • Published Jul 28, 2023 • 1
Understanding and Improving Information Transfer in Multi-Task Learning

Paper • 2005.00944 • Published May 2, 2020 • 1

Gemma: Open Models Based on Gemini Research and Technology

Paper • 2403.08295 • Published Mar 13, 2024 • 50
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 176
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 44
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 18
Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 152
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3

Large Language Model (LLM) and NLP related papers.

about 11 hours ago

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 7
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Holistic Evaluation of Text-To-Image Models

Paper • 2311.04287 • Published Nov 7, 2023 • 15
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
Trusted Source Alignment in Large Language Models

Paper • 2311.06697 • Published Nov 12, 2023 • 12
DiLoCo: Distributed Low-Communication Training of Language Models

Paper • 2311.08105 • Published Nov 14, 2023 • 16

Microsoft Research Papers

#PapersToRead from Microsoft Research in the broad space of Generative AI, Multi-agent systems, responsible AI practices, LLM Ops, and language models

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 18
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 10
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Paper • 2311.07361 • Published Nov 13, 2023 • 14

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 119
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15

MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 47
nitrosocke/redshift-diffusion

Text-to-Image • Updated May 16, 2023 • 133 • 614
stabilityai/sdxl-turbo

Text-to-Image • Updated Jul 10, 2024 • 312k • 2.51k

😱 Microsoft Papers with no code/data release

Collection of Microsoft Papers with no code/data release

MEGA: Multilingual Evaluation of Generative AI

Paper • 2303.12528 • Published Mar 22, 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks

Paper • 2311.07463 • Published Nov 13, 2023 • 15
Kosmos-2.5: A Multimodal Literate Model

Paper • 2309.11419 • Published Sep 20, 2023 • 55
A Unified View of Masked Image Modeling

Paper • 2210.10615 • Published Oct 19, 2022

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