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Collections including paper arxiv:2601.04720

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

synthetic-data-generation

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 154
Self-Improving VLM Judges Without Human Annotations

Paper • 2512.05145 • Published Dec 2, 2025 • 20
FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing

Paper • 2601.01720 • Published Jan 5 • 6
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique

Paper • 2511.09067 • Published Nov 12, 2025 • 2

Representation Learning

End-to-End Vision Tokenizer Tuning

Paper • 2505.10562 • Published May 15, 2025 • 22
Global and Local Entailment Learning for Natural World Imagery

Paper • 2506.21476 • Published Jun 26, 2025 • 1
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 305
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

Paper • 2509.01363 • Published Sep 1, 2025 • 61

Multimodal System

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

Paper • 2503.13964 • Published Mar 18, 2025 • 20
RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training

Paper • 2510.06710 • Published Oct 8, 2025 • 43
VIDEOP2R: Video Understanding from Perception to Reasoning

Paper • 2511.11113 • Published Nov 14, 2025 • 112
Aligned but Stereotypical? The Hidden Influence of System Prompts on Social Bias in LVLM-Based Text-to-Image Models

Paper • 2512.04981 • Published Dec 4, 2025 • 9

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Paper • 2601.04720 • Published Jan 8 • 58

Foundation Models

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8, 2025 • 211
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 94
Continuous Autoregressive Language Models

Paper • 2510.27688 • Published Oct 31, 2025 • 74
MiMo-Embodied: X-Embodied Foundation Model Technical Report

Paper • 2511.16518 • Published Nov 20, 2025 • 26

about 13 hours ago

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated Dec 17, 2025 • 15.7k • 1.43k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14, 2025 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17, 2025 • 99 • 17
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63

Information_retrieval

Rank1: Test-Time Compute for Reranking in Information Retrieval

Paper • 2502.18418 • Published Feb 25, 2025 • 29
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval

Paper • 2505.16967 • Published May 22, 2025 • 24
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension

Paper • 2508.01959 • Published Aug 3, 2025 • 60

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 • 24
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 • 153
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 204
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 94

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Paper • 2601.04720 • Published Jan 8 • 58

synthetic-data-generation

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 154
Self-Improving VLM Judges Without Human Annotations

Paper • 2512.05145 • Published Dec 2, 2025 • 20
FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing

Paper • 2601.01720 • Published Jan 5 • 6
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique

Paper • 2511.09067 • Published Nov 12, 2025 • 2

Foundation Models

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8, 2025 • 211
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 94
Continuous Autoregressive Language Models

Paper • 2510.27688 • Published Oct 31, 2025 • 74
MiMo-Embodied: X-Embodied Foundation Model Technical Report

Paper • 2511.16518 • Published Nov 20, 2025 • 26

Representation Learning

End-to-End Vision Tokenizer Tuning

Paper • 2505.10562 • Published May 15, 2025 • 22
Global and Local Entailment Learning for Natural World Imagery

Paper • 2506.21476 • Published Jun 26, 2025 • 1
DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 305
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

Paper • 2509.01363 • Published Sep 1, 2025 • 61

about 13 hours ago

microsoft/bitnet-b1.58-2B-4T

Text Generation • 0.8B • Updated Dec 17, 2025 • 15.7k • 1.43k
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14, 2025 • 15
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • 8B • Updated Apr 17, 2025 • 99 • 17
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63

Multimodal System

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding

Paper • 2503.13964 • Published Mar 18, 2025 • 20
RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training

Paper • 2510.06710 • Published Oct 8, 2025 • 43
VIDEOP2R: Video Understanding from Perception to Reasoning

Paper • 2511.11113 • Published Nov 14, 2025 • 112
Aligned but Stereotypical? The Hidden Influence of System Prompts on Social Bias in LVLM-Based Text-to-Image Models

Paper • 2512.04981 • Published Dec 4, 2025 • 9

Information_retrieval

Rank1: Test-Time Compute for Reranking in Information Retrieval

Paper • 2502.18418 • Published Feb 25, 2025 • 29
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 39
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval

Paper • 2505.16967 • Published May 22, 2025 • 24
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension

Paper • 2508.01959 • Published Aug 3, 2025 • 60

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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 • 24
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 • 153
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

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