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Collections including paper arxiv:2508.15260

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

Scaling Long-Horizon LLM Agent via Context-Folding

Paper • 2510.11967 • Published Oct 13 • 6
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

LLM_Optimization

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Reasoning Papers

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11 • 42
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

Paper • 2508.07101 • Published Aug 9 • 13
Compressing Chain-of-Thought in LLMs via Step Entropy

Paper • 2508.03346 • Published Aug 5 • 7
Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Paper • 2508.08940 • Published Aug 12 • 27

thinking-mechanisms

Collection of papers research in LLM or AI Agent's thinking mechanisms

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30 • 3
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning

Paper • 2505.17813 • Published May 23 • 57
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Adapting Vision-Language Models Without Labels: A Comprehensive Survey

Paper • 2508.05547 • Published Aug 7 • 11
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14 • 28
SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 97
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

Paper • 2508.12040 • Published Aug 16 • 14

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88
sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Mar 6 • 150M • • 4.19k

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
BM25S: Orders of magnitude faster lexical search via eager sparse scoring

Paper • 2407.03618 • Published Jul 4, 2024 • 13
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88
R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7 • 130

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

Reasoning Papers

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization

Paper • 2508.07629 • Published Aug 11 • 42
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning

Paper • 2508.07101 • Published Aug 9 • 13
Compressing Chain-of-Thought in LLMs via Step Entropy

Paper • 2508.03346 • Published Aug 5 • 7
Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Paper • 2508.08940 • Published Aug 12 • 27

Scaling Long-Horizon LLM Agent via Context-Folding

Paper • 2510.11967 • Published Oct 13 • 6
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

thinking-mechanisms

Collection of papers research in LLM or AI Agent's thinking mechanisms

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute

Paper • 2509.04475 • Published Aug 30 • 3
Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning

Paper • 2505.17813 • Published May 23 • 57
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

LLM_Optimization

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Adapting Vision-Language Models Without Labels: A Comprehensive Survey

Paper • 2508.05547 • Published Aug 7 • 11
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14 • 28
SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 97
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation

Paper • 2508.12040 • Published Aug 16 • 14

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88
sentence-transformers/all-MiniLM-L6-v2

Sentence Similarity • 22.7M • Updated Mar 6 • 150M • • 4.19k

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88

DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning

Paper • 2504.07128 • Published Apr 2 • 86
BM25S: Orders of magnitude faster lexical search via eager sparse scoring

Paper • 2407.03618 • Published Jul 4, 2024 • 13
Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21 • 88
R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7 • 130

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