luyug / Dense
A toolkit for building dense retrievers with deep language models.
☆60Updated 3 years ago
Alternatives and similar repositories for Dense:
Users that are interested in Dense are comparing it to the libraries listed below
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆101Updated 2 years ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆55Updated 11 months ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆44Updated 5 months ago
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆20Updated 11 months ago
- ConTextual Mask Auto-Encoder for Dense Passage Retrieval☆35Updated 5 months ago
- Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"☆62Updated 2 years ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆95Updated 2 months ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆59Updated last year
- Official codebase for permutation self-consistency.☆18Updated last year
- ☆66Updated 2 years ago
- Companion repo for "Evaluating Verifiability in Generative Search Engines".☆83Updated last year
- An Open-Source Package for Information Retrieval☆162Updated last month
- ☆54Updated 2 years ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆55Updated last year
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆32Updated 2 years ago
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆119Updated last year
- A curated list of awesome papers related to generative retrieval models.☆47Updated last year
- Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"☆41Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆130Updated 3 years ago
- Code and data for paper "Context-faithful Prompting for Large Language Models".☆39Updated 2 years ago
- Dense hybrid representations for text retrieval☆62Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆13Updated last year
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆42Updated 9 months ago
- Document Ranking with Large Language Models.☆144Updated this week
- ☆21Updated last year
- 🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…☆49Updated 2 years ago
- Code and Data for NeurIPS2021 Paper "A Dataset for Answering Time-Sensitive Questions"☆68Updated 3 years ago
- official repository for ListT5☆44Updated 2 months ago
- ☆55Updated 3 months ago
- A Human-LLM Collaborative Dataset for Generative Information-seeking with Attribution☆31Updated last year