James White

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upvoted a paper 18 days ago

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

Paper • 2510.17354 • Published 22 days ago • 33

upvoted 2 papers 25 days ago

RAG-Anything: All-in-One RAG Framework

Paper • 2510.12323 • Published 28 days ago • 48

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 260

upvoted 5 papers 26 days ago

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

Paper • 2411.06559 • Published Nov 10, 2024 • 16

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29 • 136

GRACE: Generative Representation Learning via Contrastive Policy Optimization

Paper • 2510.04506 • Published Oct 6 • 10

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window

Paper • 2510.08276 • Published Oct 9 • 9

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published Oct 10 • 48

upvoted 3 papers 28 days ago

UniIR: Training and Benchmarking Universal Multimodal Information Retrievers

Paper • 2311.17136 • Published Nov 28, 2023 • 8

DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research

Paper • 2505.19253 • Published May 25 • 32

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Paper • 2409.12959 • Published Sep 19, 2024 • 38

upvoted a paper about 2 months ago

REX-RAG: Reasoning Exploration with Policy Correction in Retrieval-Augmented Generation

Paper • 2508.08149 • Published Aug 11 • 2

upvoted 2 papers 2 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 187

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 73

upvoted a paper 3 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2 • 236

upvoted a collection 3 months ago

Agent & RL

Collection

49 items • Updated 7 days ago • 15

upvoted 2 papers 3 months ago

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 137

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards

Paper • 2506.11474 • Published Jun 13 • 17

upvoted 2 papers 4 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 307

VGGT: Visual Geometry Grounded Transformer

Paper • 2503.11651 • Published Mar 14 • 33