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

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

• The Delayed Countdown Method for Validating Review-Oriented AI Workflows in eDiscovery — Review-oriented workflows have become the dominant approach to AI-assisted document review in electronic discovery (eDiscovery). How to validate the effectiveness of review-orient…
• Formal-Informal Mathematical Alignment through and beyond Human Annotations — Formalized mathematics libraries such as Lean's \texttt{mathlib} provide machine-verifiable representations of mathematical knowledge, including definitions, theorems, and their r…
• PAIR: Preference-Aligned Intent Retrieval for Premium People Recommendation at LinkedIn — General-purpose embeddings trained on profile similarity often misrank candidates in professional networks, where relevance is inherently complementary rather than symmetric. For …
• UserArena: Benchmarking Interactive User Simulation for Long-Horizon Shopping Agents — Agentic recommendation pursues shopper goals through sequences of context-dependent decisions. Developing and evaluating such policies requires faithful recommendation world model…
• Bezier-Guided Adaptive Flow for Cross-domain Sequential Recommendation — Cross-domain sequential recommendation aims to alleviate data sparsity and cold-start problems by transferring useful preference knowledge across domains. However, users exhibit v…