ArvinZhuang / DSI-transformers
A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
☆169Updated 2 years ago
Alternatives and similar repositories for DSI-transformers:
Users that are interested in DSI-transformers are comparing it to the libraries listed below
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆118Updated last year
- ☆162Updated last year
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Updated 2 years ago
- Zero-shot Document Ranking with Large Language Models.☆109Updated 7 months ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆244Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆131Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆130Updated 3 years ago
- Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"☆62Updated 2 years ago
- https://acl2023-retrieval-lm.github.io/☆153Updated last year
- ☆209Updated 2 years ago
- An Open-Source Package for Information Retrieval☆160Updated 2 weeks ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆54Updated 9 months ago
- A curated list of awesome papers related to generative retrieval models.☆47Updated last year
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆259Updated last year
- Build Text Rerankers with Deep Language Models☆258Updated last year
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆197Updated last year
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 6 months ago
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆57Updated 3 months ago
- Codebase for RetroMAE and beyond.☆249Updated 8 months ago
- [NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation☆150Updated last year
- ☆66Updated 2 years ago
- ☆53Updated last month
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆74Updated 3 years ago
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆195Updated last year
- Scalable training for dense retrieval models.☆275Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆152Updated 3 years ago
- Search Engines with Autoregressive Language models☆282Updated last year
- ConTextual Mask Auto-Encoder for Dense Passage Retrieval☆35Updated 3 months ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆32Updated 2 years ago
- ☆271Updated last year