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Collections including paper arxiv:2501.14249

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Paper • 2206.04615 • Published Jun 9, 2022 • 5
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Paper • 2210.09261 • Published Oct 17, 2022 • 1
BIG-Bench Extra Hard

Paper • 2502.19187 • Published Feb 26 • 10

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 115
PaSa: An LLM Agent for Comprehensive Academic Paper Search

Paper • 2501.10120 • Published Jan 17 • 53
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published Jan 16 • 33
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Paper • 2501.10132 • Published Jan 17 • 22

Evaluation for Generative AI

Papers and resources that are dealing with the evaluation of large language models and generative AI.

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

Paper • 2501.14492 • Published Jan 24 • 32
vincentkoc/tiny_qa_benchmark

Viewer • Updated May 20 • 52 • 54 • 1
vincentkoc/tiny_qa_benchmark_pp

Viewer • Updated Aug 25 • 662 • 1.77k • 1

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 301
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 286
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158
Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?

Paper • 2507.05241 • Published Jul 7 • 4

To Read collection

interesting papers to read

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 62
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 119
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142

Benchmark and Evaluation

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Benchmarking LLMs for Political Science: A United Nations Perspective

Paper • 2502.14122 • Published Feb 19 • 2
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval

Paper • 2503.04644 • Published Mar 6 • 21
ExpertGenQA: Open-ended QA generation in Specialized Domains

Paper • 2503.02948 • Published Mar 4

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 29

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2 • 52
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published Dec 17, 2024 • 41
ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 84
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Paper • 2501.02955 • Published Jan 6 • 44

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?

Paper • 2507.05241 • Published Jul 7 • 4

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Paper • 2206.04615 • Published Jun 9, 2022 • 5
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Paper • 2210.09261 • Published Oct 17, 2022 • 1
BIG-Bench Extra Hard

Paper • 2502.19187 • Published Feb 26 • 10

To Read collection

interesting papers to read

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31 • 62
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 119
START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 113
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 115
PaSa: An LLM Agent for Comprehensive Academic Paper Search

Paper • 2501.10120 • Published Jan 17 • 53
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident Even When They Are Wrong

Paper • 2501.09775 • Published Jan 16 • 33
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Paper • 2501.10132 • Published Jan 17 • 22

Benchmark and Evaluation

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Benchmarking LLMs for Political Science: A United Nations Perspective

Paper • 2502.14122 • Published Feb 19 • 2
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval

Paper • 2503.04644 • Published Mar 6 • 21
ExpertGenQA: Open-ended QA generation in Specialized Domains

Paper • 2503.02948 • Published Mar 4

Evaluation for Generative AI

Papers and resources that are dealing with the evaluation of large language models and generative AI.

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

Paper • 2501.14492 • Published Jan 24 • 32
vincentkoc/tiny_qa_benchmark

Viewer • Updated May 20 • 52 • 54 • 1
vincentkoc/tiny_qa_benchmark_pp

Viewer • Updated Aug 25 • 662 • 1.77k • 1

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76
Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published Jan 20 • 29

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 301
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 286
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 158
Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published Jan 2 • 52
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published Dec 17, 2024 • 41
ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 84
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Paper • 2501.02955 • Published Jan 6 • 44

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