…research, contact {enrico.vompa}@gmail.com as I'm open for collaboration Interesting breakdown of this paper on arXivLens: https://arxivlens.com/PaperView/Details/the-scaling-properties-of-implicit-deductive-reasoning-in…
…https://researchpod.app/episode/611e7f79-5e5b-4659-bdb9-99d8d696c41e Generated automatically by ResearchPod — happy to take feedback from the authors. This is an automated message from the Librarian Bot . I found the…
…AI-generated summary LLM-based autonomous agents have demonstrated strong capabilities in reasoning, planning, and tool use, yet remain limited when tasks require sustained coordination across roles, tools, and environments. Multi-agent…
…In particular, it does not capture the structured relationships that explain how and why research methods emerge, adapt, and build upon one another. With the rise of AI-driven research agents as…
…an Instruct model that answers directly and a Thinking model that emits an explicit reasoning trace before its final answer. Across code generation, math and reasoning, tool use, knowledge, and safety benchmarks…
…We hope ATLAS offers a new paradigm inspiring future visual reasoning research. View arXiv page View PDF Project page Add to collection Community Project Page: https://atlas-oneword.github.io Code: https…
…Our work indicates that mid-training on structured reasoning traces establishes a robust foundation for evidence-based reasoning. Your work demonstrates that Dual-GRPO is highly effective at fine-tuning models for…
Papers arxiv:2606.03782 Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation? Published on Jun 2 Submitted by Shaoxiong on Jun 9 Omni Language AI Research Authors…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Multi-step LLM pipelines fail through interactions among retrieval, reasoning, and formatting steps, so prompt-only optimization can miss bottlenecks in the chain. We…
Papers arxiv:2606.14142 Implicit Reasoning for Large Language Model-based Generative Recommendation Published on Jun 15 Submitted by Jonathan Yinhan He on Jun 16 Snap Research Authors: , , , , , Abstract Large Language Models…