ict-bigdatalab / awesome-pretrained-models-for-information-retrievalLinks
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
☆673Updated 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…☆333Updated 2 years ago
- ☆712Updated 3 months ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆714Updated 3 weeks ago
- Build Text Rerankers with Deep Language Models☆263Updated last year
- Fusion-in-Decoder☆588Updated 2 years ago
- ☆215Updated 3 years ago
- docTTTTTquery document expansion model☆373Updated 2 years ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆767Updated 2 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Updated 2 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆380Updated 2 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,003Updated this week
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Updated 3 years ago
- Provides a common interface to many IR ranking datasets.☆379Updated 2 months ago
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆551Updated 2 years ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆649Updated last year
- An Open-Source Package for Information Retrieval.☆442Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆336Updated 2 years ago
- Search Engines with Autoregressive Language models☆295Updated 2 years ago
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.☆341Updated 2 years ago
- This is the repo for the survey of LLM4IR.☆522Updated last month
- EMNLP 2021 - Pre-training architectures for dense retrieval☆254Updated 3 years ago
- Codebase for RetroMAE and beyond.☆271Updated last year
- Paper List for Contrastive Learning for Natural Language Processing☆570Updated 2 years ago
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆639Updated last year
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,858Updated 2 years ago
- Autoregressive Entity Retrieval☆797Updated 2 years ago
- ☆171Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Updated 4 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆729Updated 3 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆264Updated 2 years ago