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The Top 23 Dense Retrieval Open Source Projects

Open source projects categorized as Dense Retrieval
Categories > Dense Retrieval
Rocketqa ⭐ 707
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
total releases 2most recent commit 5 months ago
Awesome Pretrained Models For Information Retrieval ⭐ 564
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
most recent commit 4 months ago
Tevatron ⭐ 334
Tevatron - A flexible toolkit for neural retrieval research and development.
dependent packages 1total releases 5most recent commit 4 months agopypi tevatron} Downloads
Semantic Retrieval Models ⭐ 250
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
most recent commit a year ago
Retriv ⭐ 137
A Python Search Engine for Humans 🥸
dependent packages 1total releases 10most recent commit 3 months agopypi retriv} Downloads
Repconc ⭐ 97
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
most recent commit 2 years ago
Condenser ⭐ 95
EMNLP 2021 - Pre-training architectures for dense retrieval
most recent commit 2 years ago
Simxns ⭐ 92
SimXNS, a research project for information retrieval, containing official implementations, by MSRA NLC team.
most recent commit 4 months ago
Multi Cpr ⭐ 62
[SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval
most recent commit a year ago
Hyde ⭐ 52
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
most recent commit a year ago
Coco Dr ⭐ 38
[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".
most recent commit 7 months ago
Topiocqa ⭐ 38
Code and data for reproducing baselines for TopiOCQA, an open-domain conversational question-answering dataset
most recent commit 6 months ago
Jpq ⭐ 27
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
most recent commit 2 years ago
Art ⭐ 26
Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2022)"
most recent commit a year ago
Trymore Paperreading ⭐ 25
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
most recent commit 2 years ago
Costa ⭐ 19
SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction
most recent commit a year ago
Ance Tele ⭐ 19
Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives".
most recent commit 7 months ago
Led ⭐ 18
Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)
most recent commit 8 months ago
Dptdr ⭐ 14
Code for the paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
most recent commit 2 years ago
Gdsr ⭐ 13
⚖️ A Graph-augmented Dense Statute Retriever. (EACL 2023)
most recent commit 7 months ago
Disentangled Retriever ⭐ 13
A python toolkit for adaptable neural ranking including Dense Retrieval, uniCOIL, SPLADE, ColBERT, and BERT reranker.
most recent commit 2 years ago
Regen ⭐ 11
[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".
most recent commit 8 months ago
Remop ⭐ 10
Code for the paper: Modular Retrieval for Generalization and Interpretation.
most recent commit a year ago
The 2 Most Depended On Dense Retrieval Open Source Projects
Tevatron ⭐ 334
Tevatron - A flexible toolkit for neural retrieval research and development.
dependent packages 1total releases 5latest release February 22, 2022most recent commit 4 months agopypi tevatron} Downloads
Retriv ⭐ 137
A Python Search Engine for Humans 🥸
dependent packages 1total releases 10latest release August 24, 2023most recent commit 3 months agopypi retriv} Downloads
The 3 Latest Releases In Dense Retrieval Open Source Projects
Retriv ⭐ 137
A Python Search Engine for Humans 🥸
dependent packages 1total releases 10latest release August 24, 2023most recent commit 3 months agopypi retriv} Downloads
Tevatron ⭐ 334
Tevatron - A flexible toolkit for neural retrieval research and development.
dependent packages 1total releases 5latest release February 22, 2022most recent commit 4 months agopypi tevatron} Downloads
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