ArvinZhuang / DSI-transformersLinks
A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
☆172Updated 3 years ago
Alternatives and similar repositories for DSI-transformers
Users that are interested in DSI-transformers are comparing it to the libraries listed below
Sorting:
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆121Updated 2 years ago
- ☆169Updated last year
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆101Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆251Updated 3 years ago
- Document Ranking with Large Language Models.☆177Updated 2 months ago
- An Open-Source Package for Information Retrieval☆163Updated 4 months ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆57Updated last year
- Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"☆62Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Updated 2 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆133Updated 4 years ago
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆196Updated 2 years ago
- ☆214Updated 2 years ago
- ☆64Updated last month
- A curated list of awesome papers related to generative retrieval models.☆50Updated 2 years ago
- https://acl2023-retrieval-lm.github.io/☆155Updated last year
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 11 months ago
- Codebase for RetroMAE and beyond.☆264Updated last year
- Search Engines with Autoregressive Language models☆290Updated 2 years ago
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆22Updated last year
- ☆67Updated 3 years ago
- Scalable training for dense retrieval models.☆299Updated last month
- [NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation☆154Updated 2 years ago
- SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.☆112Updated last year
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆75Updated 3 years ago
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆206Updated last year
- Collections of IR Research☆35Updated 2 months ago
- Build Text Rerankers with Deep Language Models☆262Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆154Updated 4 years ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆270Updated 2 years ago