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Collections including paper arxiv:2602.14234

about 17 hours ago

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published Aug 27, 2024 • 144
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Paper • 2410.10819 • Published Oct 14, 2024 • 7
LLMtimesMapReduce: Simplified Long-Sequence Processing using Large Language Models

Paper • 2410.09342 • Published Oct 12, 2024 • 39
PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 55

REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents. Project page: https://redsearchagent.github.io/

honglyhly/REDSearcher_MM_SFT_5K

Updated Feb 14 • 134 • 4
Zchu/REDSearcher_SFT_10K

Viewer • Updated Feb 15 • 10k • 1.34k • 20
Zchu/REDSearcher_RL_1K

Viewer • Updated Feb 15 • 1k • 1.27k • 5
REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents

Paper • 2602.14234 • Published Feb 15 • 28

[papers] RAG$ to Riche$

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation

Paper • 2504.08761 • Published Mar 31, 2025 • 7
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published Dec 30, 2025 • 111
DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

Paper • 2601.18081 • Published Jan 26 • 8
nvidia/nemotron-colembed-vl-8b-v2

Visual Document Retrieval • 9B • Updated Feb 21 • 24.2k • 44

Papers Pertinent or Protuberant

The Cow of Rembrandt - Analyzing Artistic Prompt Interpretation in Text-to-Image Models

Paper • 2507.23313 • Published Jul 31, 2025
SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

Paper • 2508.03448 • Published Aug 5, 2025 • 6
C3D-AD: Toward Continual 3D Anomaly Detection via Kernel Attention with Learnable Advisor

Paper • 2508.01311 • Published Aug 2, 2025 • 2
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model

Paper • 2505.21179 • Published May 27, 2025 • 13

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published Mar 26, 2025 • 48
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Spacer: Towards Engineered Scientific Inspiration

Paper • 2508.17661 • Published Aug 25, 2025 • 32
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Paper • 2509.01396 • Published Sep 1, 2025 • 58

REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents

Paper • 2602.14234 • Published Feb 15 • 28

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 103
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6, 2024 • 24
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 113
Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20
Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16, 2025 • 117

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 661 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 40
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

about 17 hours ago

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published Aug 27, 2024 • 144
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Paper • 2410.10819 • Published Oct 14, 2024 • 7
LLMtimesMapReduce: Simplified Long-Sequence Processing using Large Language Models

Paper • 2410.09342 • Published Oct 12, 2024 • 39
PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 55

REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents

Paper • 2602.14234 • Published Feb 15 • 28

REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents. Project page: https://redsearchagent.github.io/

honglyhly/REDSearcher_MM_SFT_5K

Updated Feb 14 • 134 • 4
Zchu/REDSearcher_SFT_10K

Viewer • Updated Feb 15 • 10k • 1.34k • 20
Zchu/REDSearcher_RL_1K

Viewer • Updated Feb 15 • 1k • 1.27k • 5
REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents

Paper • 2602.14234 • Published Feb 15 • 28

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 103
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 42

[papers] RAG$ to Riche$

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation

Paper • 2504.08761 • Published Mar 31, 2025 • 7
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published Dec 30, 2025 • 111
DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

Paper • 2601.18081 • Published Jan 26 • 8
nvidia/nemotron-colembed-vl-8b-v2

Visual Document Retrieval • 9B • Updated Feb 21 • 24.2k • 44

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6, 2024 • 24
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 113
Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20
Scaling Agents via Continual Pre-training

Paper • 2509.13310 • Published Sep 16, 2025 • 117

Papers Pertinent or Protuberant

The Cow of Rembrandt - Analyzing Artistic Prompt Interpretation in Text-to-Image Models

Paper • 2507.23313 • Published Jul 31, 2025
SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

Paper • 2508.03448 • Published Aug 5, 2025 • 6
C3D-AD: Toward Continual 3D Anomaly Detection via Kernel Attention with Learnable Advisor

Paper • 2508.01311 • Published Aug 2, 2025 • 2
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model

Paper • 2505.21179 • Published May 27, 2025 • 13

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 661 • 99
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 40
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published Mar 26, 2025 • 48
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Spacer: Towards Engineered Scientific Inspiration

Paper • 2508.17661 • Published Aug 25, 2025 • 32
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Paper • 2509.01396 • Published Sep 1, 2025 • 58

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