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#entity-linking

2 curated events
papersSEP 10 04:00 UTC

Research Paper Addresses Query Brand Entity Linking for E-Commerce Search

A new version of an arXiv paper (2502.01555) explores how to connect short user search queries with the correct brand entities during e-commerce product retrieval. The authors highlight the difficulty of the task, since queries average only three to four words and lack grammatical structure. The work is cross-listed in the cs.AI and cs.LG categories.

papersSEP 12 04:00 UTC

Multi-Negative DPO Approach Proposed for Historical Entity Linking with LLMs

A new arXiv paper argues that preference optimization for historical entity linking is typically limited to a single negative candidate per training example, which throws away useful comparative information. The authors propose a multi-negative direct preference optimization method designed for LLM-based linking of entities in historical texts. The work is a replacement submission on arXiv's cs.AI listing.