Cool Papers · cs.CL (papers.cool) · RSS 摘要

信源：Cool Papers · cs.CL (papers.cool) · https://papers.cool/arxiv/cs.CL/feed

• 通过方向分解解耦 Transformer 中的表示演化 — 发现基础模型：迈向开放式发现智能
• Mind2Dialogue：通过模拟用户心理状态训练具备人类意识的语言模型 — 可验证的构建：在临床问答中对逐字引用的声明级评估
• HypoEvolve：遗传算法赋能多智能体 LLM 发现科学假设 — As language models become more capable, long-term collaboration in learning, reasoning, and decision-making calls for a deeper understanding of the people they serve. Yet training…
• Verifiable by Construction: Claim-Level Evaluation of Verbatim Citation in Clinical Question Answering — Large language models (LLMs) have been widely adopted for clinical question answering (QA). Current systems can attach citations to their answers, but these often point to broad t…
• HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses — Scientific agents contribute to hypothesis discovery by synthesizing evidence, assessing proposals, and developing new explanations. Recent systems combine scientific agents with …