…When integrated into the AnalogCoder agentic framework as a retrieval-augmented generation module, it consistently improves functional pass rates and enables previously unsolved tasks to be completed. Our code and dataset will…
…Data Synthesis and Benchmark Published on May 12 Submitted by Miaosen Zhang on May 13 Microsoft Authors: , , , , , Yifan Yang , , , , , , , , , , , Abstract Computer-use agents face reliability challenges with complex GUI interactions due to…
…Self-Evaluated Process Rewards for Retrieval-Augmented Agents (2026) Improving Search Agent with One Line of Code (2026) Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization (2026) PRAISE…
…The full dataset and evaluation code are available at https://github.com/gxx27/BioTool View arXiv page View PDF GitHub 5 Add to collection Community Published at ACL 2026; Code and data…
…collection Community Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation Get this paper in your agent: hf papers read 2605.12975 Don't have the…
…AI-generated summary Reinforcement Learning with Verifiable Rewards (RLVR) has achieved great success in developing Large Language Models ( LLMs ) with chain-of-thought rollouts for many tasks such as math and coding…
Papers arxiv:2605.07237 Teaching Language Models to Think in Code Published on May 11 Submitted by Hyeon Hwang on May 13 Korea University Authors: Hyeon Hwang , , Abstract ThinC framework enables mathematical…
…The code is available at: https://github.com/Wang-Yanting/FlashRT View arXiv page View PDF GitHub 2 Add to collection Community The code is available at https://github.com/wang-yanting…
…We ground the framework with case studies in math, code/SQL, multimodal reasoning, tool-using agents, and agentic skill benchmarks that evaluate skill induction, reuse, and cross-task transfer. Finally, we provide…
…Overall, our article demonstrates that LLM-based rewriting can significantly enhance code search when applied in the right conditions. Get this paper in your agent: hf papers read 2605.08299 Don't…