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

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

• Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation — Existing sequential recommenders usually allocate a fixed computational budget to every item in a user's interaction history, regardless of the item's contribution to the final pr…
• ERCLIP: Small-Data Adaptation of CLIP for Free-Length Image-Text Retrieval — CLIP's 77-token text encoder truncates detailed image descriptions. We present ERCLIP, a small-data adaptation of CLIP for long-caption image--text retrieval. During training, a l…
• pplx-embed-v2-late Technical Report — In this report, we introduce pplx-embed-v2-late, a pair of 0.6B and 9B multilingual and multimodal late-interaction models. Both models achieve state-of-the-art results within the…
• X-Embedding: Two-Stage Training for Multilingual Patent Prior-Art Retrieval — Multilingual patent prior-art retrieval requires identifying X-category references that are particularly relevant to the novelty or inventive step of a claimed invention, beyond t…
• Beyond the Vote: When Do LLMs Add Value to Retrieval-Based Tabular Classification? — Retrieval-based in-context learning (ICL) enables large language models (LLMs) to predict tabular labels from similar examples, but it remains unclear whether LLM inference improv…