EMNLP 2021 - Pre-training architectures for dense retrieval
☆256Mar 18, 2022Updated 3 years ago
Alternatives and similar repositories for Condenser
Users that are interested in Condenser are comparing it to the libraries listed below
Sorting:
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆727Jan 26, 2026Updated last month
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 years ago
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆383Jan 6, 2026Updated last month
- Train Dense Passage Retriever (DPR) with a single GPU☆136Jun 16, 2021Updated 4 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- A toolkit for building dense retrievers with deep language models.☆64Sep 24, 2021Updated 4 years ago
- Collections of IR Research☆37May 18, 2025Updated 9 months ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Mar 25, 2024Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆128Feb 15, 2022Updated 4 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆115Jul 11, 2021Updated 4 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Dec 21, 2023Updated 2 years ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆52Feb 19, 2022Updated 4 years ago
- docTTTTTquery document expansion model☆374Mar 25, 2023Updated 2 years ago
- Scalable training for dense retrieval models.☆298Jun 10, 2025Updated 8 months ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆146Feb 21, 2022Updated 4 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆47Jul 25, 2023Updated 2 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Oct 13, 2021Updated 4 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Aug 7, 2024Updated last year
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆80Feb 16, 2022Updated 4 years ago
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 8 months ago
- ☆39Nov 21, 2022Updated 3 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,860Apr 6, 2023Updated 2 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 3 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,023Feb 21, 2026Updated last week
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆677Jan 7, 2024Updated 2 years ago
- A multilingual version of MS MARCO passage ranking dataset☆147Oct 19, 2023Updated 2 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,087Oct 16, 2025Updated 4 months ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆979May 3, 2024Updated last year
- 🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…☆49Apr 25, 2022Updated 3 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆152Jul 13, 2025Updated 7 months ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆427Mar 26, 2024Updated last year
- This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".☆80Jun 3, 2021Updated 4 years ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆60May 17, 2023Updated 2 years ago
- An Open-Source Package for Information Retrieval.☆442Oct 7, 2022Updated 3 years ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆772Apr 7, 2023Updated 2 years ago
- ☆45Oct 14, 2021Updated 4 years ago