Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards Paper • 2601.06021 • Published Jan 9 • 45
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper • 2601.22975 • Published 12 days ago • 92
Cognitive Foundations for Reasoning and Their Manifestation in LLMs Paper • 2511.16660 • Published Nov 20, 2025 • 10
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR Paper • 2601.18207 • Published 16 days ago • 19
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR Paper • 2601.18207 • Published 16 days ago • 19
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR Paper • 2601.18207 • Published 16 days ago • 19 • 5
PaperSearchQA Collection Data and corpora for the paper "PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR". The main dataset is `PaperSearchQA`. • 5 items • Updated 7 days ago • 4
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR Paper • 2601.18207 • Published 16 days ago • 19
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery Paper • 2601.19325 • Published 15 days ago • 78
PaperSearchQA Collection Data and corpora for the paper "PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR". The main dataset is `PaperSearchQA`. • 5 items • Updated 7 days ago • 4
PaperSearchQA Collection Data and corpora for the paper "PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR". The main dataset is `PaperSearchQA`. • 5 items • Updated 7 days ago • 4