ArvinZhuang / DSI-QGLinks
The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon and Daxin Jiang.
☆124Updated 2 years ago
Alternatives and similar repositories for DSI-QG
Users that are interested in DSI-QG are comparing it to the libraries listed below
Sorting:
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆174Updated 3 years ago
- ☆172Updated 2 years ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆62Updated last year
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Updated 3 years ago
- ☆65Updated 5 months ago
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆28Updated last year
- A curated list of awesome papers related to generative retrieval models.☆52Updated 2 years ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Updated 3 years ago
- Document Ranking with Large Language Models.☆193Updated 2 months ago
- The github repository of paper "Understanding Differential Search Index for Text Retrieval" in ACL2023 Findings..☆16Updated 2 years ago
- An Open-Source Package for Information Retrieval☆167Updated 3 weeks ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆128Updated 3 years ago
- ☆215Updated 2 years ago
- Collections of IR Research☆37Updated 6 months ago
- SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.☆115Updated 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
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆82Updated last year
- https://acl2023-retrieval-lm.github.io/☆158Updated 2 years ago
- ☆69Updated 3 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated last year
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆196Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆254Updated 3 years ago
- A toolkit for building dense retrievers with deep language models.☆64Updated 4 years ago
- Code of LeCoRE☆13Updated 2 years ago
- Codebase for RetroMAE and beyond.☆267Updated last year
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆74Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆134Updated 4 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆146Updated 3 years ago
- Scaling Sentence Embeddings with Large Language Models☆109Updated last year
- ☆189Updated 5 months ago