Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
☆1,869Apr 6, 2023Updated 3 years ago
Alternatives and similar repositories for DPR
Users that are interested in DPR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fusion-in-Decoder☆596Oct 4, 2023Updated 2 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆386Jan 6, 2026Updated 7 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,147Updated this week
- ACL2020 Tutorial: Open-Domain Question Answering☆835Jan 1, 2021Updated 5 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Jun 15, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Multi-hop dense retrieval for question answering☆217Oct 12, 2021Updated 4 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,266Oct 16, 2025Updated 9 months ago
- Library for Knowledge Intensive Language Tasks☆977Mar 31, 2022Updated 4 years ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆780Apr 7, 2023Updated 3 years ago
- The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".☆436Jul 25, 2024Updated 2 years ago
- Shared repository for open-sourced projects from the Google AI Language team.☆1,793Jun 10, 2026Updated last month
- Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"☆211Aug 31, 2021Updated 4 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 5 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆748Jul 18, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Scalable training for dense retrieval models.☆298Jul 2, 2026Updated last month
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,655Oct 16, 2024Updated last year
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)☆200Jul 6, 2023Updated 3 years ago
- Autoregressive Entity Retrieval☆801Jul 6, 2023Updated 3 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 4 years ago
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,188Updated this week
- An Open-Source Package for Information Retrieval.☆442Oct 7, 2022Updated 3 years ago
- Tutorials on training and testing retrieval-based models (DrQA & DPR)☆51Nov 30, 2020Updated 5 years ago
- Code to support the paper "Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets"☆66Aug 31, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is design…☆1,138Jul 30, 2021Updated 5 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆147Feb 21, 2022Updated 4 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆136Jun 16, 2021Updated 5 years ago
- Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 20…☆110Apr 18, 2022Updated 4 years ago
- docTTTTTquery document expansion model☆377Mar 25, 2023Updated 3 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆354Dec 21, 2023Updated 2 years ago
- LAnguage Model Analysis☆1,390Jul 7, 2024Updated 2 years ago
- Resources for the MRQA 2019 Shared Task☆294Aug 5, 2021Updated 5 years ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,910Oct 14, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆484Jan 26, 2022Updated 4 years ago
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,545Jul 8, 2026Updated last month
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,367Mar 23, 2024Updated 2 years ago
- State-of-the-Art Embeddings, Retrieval, and Reranking☆18,982Updated this week
- Reading Wikipedia to Answer Open-Domain Questions☆4,470Oct 1, 2023Updated 2 years ago
- ReConsider is a re-ranking model that re-ranks the top-K (passage, answer-span) predictions of an Open-Domain QA Model like DPR (Karpukhi…☆50Apr 26, 2021Updated 5 years ago
- This repo Implements "Dense Passage Retrieval for Open-Domain Question Answering" using Korean Dataset☆74Oct 21, 2022Updated 3 years ago