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caiyinqiong / Semantic-Retrieval-Models

A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
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Toupdate #5

Closed caiyinqiong closed 1 year ago

caiyinqiong commented 1 year ago

Others 1: remove Towards Robust Dense Retrieval via Local Ranking Alignment

  1. Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training(SIGIR2022)
caiyinqiong commented 1 year ago

move Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples to Debias, remove Multilingual

caiyinqiong commented 1 year ago

Survey：

  1. Lecture Notes on Neural Information Retrieval
caiyinqiong commented 1 year ago

Multi-vector Representation：

  1. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction（NAACL2022）