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
Alternatives and similar repositories for awesome-pretrained-models-for-information-retrieval
Users that are interested in awesome-pretrained-models-for-information-retrieval are comparing it to the libraries listed below
Sorting:
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆337Jun 17, 2023Updated 2 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆110May 18, 2023Updated 2 years ago
- ☆718Oct 7, 2025Updated 5 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,033Updated this week
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆730Jan 26, 2026Updated last month
- SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction☆27Nov 8, 2022Updated 3 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,095Oct 16, 2025Updated 4 months ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 3 years ago
- ☆217Dec 7, 2022Updated 3 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Dec 21, 2023Updated 2 years ago
- Provides a common interface to many IR ranking datasets.☆381Feb 20, 2026Updated 2 weeks ago
- This is the repo for the survey of LLM4IR.☆530Nov 13, 2025Updated 3 months ago
- ☆70Jun 16, 2022Updated 3 years ago
- An Open-Source Package for Information Retrieval.☆442Oct 7, 2022Updated 3 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆383Jan 6, 2026Updated 2 months ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 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
- Dense hybrid representations for text retrieval☆64Apr 3, 2023Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- Open-Source Information Retrieval Courses @ TU Wien☆698Jun 12, 2023Updated 2 years ago
- Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'☆16Aug 30, 2021Updated 4 years ago
- Code for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval☆26Aug 7, 2023Updated 2 years ago
- A curated list of awesome papers related to generative retrieval models.☆52May 31, 2023Updated 2 years ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆582Updated this week
- docTTTTTquery document expansion model☆374Mar 25, 2023Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,101Mar 3, 2026Updated last week
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆772Apr 7, 2023Updated 2 years ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆657Mar 10, 2024Updated 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
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,787Oct 14, 2025Updated 4 months ago
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 9 months 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
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Aug 7, 2024Updated last year
- Document Ranking with Large Language Models.☆205Feb 14, 2026Updated 3 weeks ago
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆496Mar 2, 2026Updated last week
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆980May 3, 2024Updated last year
- ☆24Jun 28, 2023Updated 2 years ago