dense-retrieval topic

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

caiyinqiong

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

ict-bigdatalab

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

PaddlePaddle

EMNLP 2021 - Pre-training architectures for dense retrieval

luyug

Tevatron - A flexible toolkit for neural retrieval research and development.

texttron

Train Dense Passage Retriever (DPR) with a single GPU

luyug

WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval

jingtaozhan

CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.

jingtaozhan

Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"

DevSinghSachan

SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling

sebastian-hofstaetter