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🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
Created
2021-09-07
51 commits to main branch, last one about a year ago
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
Created
2020-11-25
100 commits to main branch, last one 5 months ago
Train Models Contrastively in Pytorch
Created
2024-01-30
31 commits to main branch, last one 11 days ago
Tevatron - A flexible toolkit for neural retrieval research and development.
Created
2021-09-09
267 commits to main branch, last one 3 days ago
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
Created
2023-10-17
261 commits to main branch, last one a day ago
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
Created
2022-12-19
5 commits to main branch, last one about a year ago
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
Created
2020-10-06
89 commits to main branch, last one about a year ago
EMNLP 2021 - Pre-training architectures for dense retrieval
Created
2021-04-18
14 commits to main branch, last one 2 years ago
A Python Search Engine for Humans 🥸
Created
2022-11-16
44 commits to main branch, last one 7 months ago
[SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval
Created
2022-03-03
12 commits to main branch, last one about a year ago
Train Dense Passage Retriever (DPR) with a single GPU
Created
2021-01-19
8 commits to main branch, last one 3 years ago
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
Created
2021-10-12
52 commits to main branch, last one 2 years ago
SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.
Created
2022-11-16
32 commits to main branch, last one 5 months ago
Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"
Created
2022-09-15
45 commits to main branch, last one about a year ago
SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
Created
2021-04-14
4 commits to main branch, last one 2 years ago
An easy-to-use python toolkit for flexibly adapting various neural ranking models to any target domain.
Created
2022-08-10
63 commits to main branch, last one about a year ago
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
Created
2021-07-31
30 commits to main branch, last one 2 years ago
[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".
Created
2022-10-26
30 commits to main branch, last one 8 months ago
Code and data for reproducing baselines for TopiOCQA, an open-domain conversational question-answering dataset
Created
2021-10-04
61 commits to main branch, last one 7 months ago
揣摩研习社关注自然语言和信息检索前沿技术，解读热门科技论文，分享实用科研工具，挖掘人工智能冰山之下的学术和应用价值！
Created
2022-04-12
27 commits to main branch, last one about a year ago
Code for the ACL 2023 long paper - Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
Created
2023-05-04
5 commits to main branch, last one about a year ago