staoxiao / LibVQ
☆74Updated 2 years ago
Alternatives and similar repositories for LibVQ:
Users that are interested in LibVQ are comparing it to the libraries listed below
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 9 months ago
- [NeurIPS 2023] Model-enhanced Vector Index☆25Updated last year
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆52Updated 3 years ago
- ☆24Updated last year
- The official repo for our SIGIR'23 Full paper: Constructing Tree-based Index for Efficient and Effective Dense Retrieval☆27Updated last year
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆55Updated last year
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆119Updated last year
- Retrieval with Learned Similarities (http://arxiv.org/abs/2407.15462, WWW'25 Oral)☆43Updated 2 weeks ago
- Repo for WWW 2022 paper: Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval☆15Updated 3 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 3 years ago
- ☆165Updated last year
- Language Models as Semantic Indexers (ICML 2024)☆32Updated last year
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆67Updated 6 months ago
- A curated list of awesome papers related to generative retrieval models.☆48Updated last year
- an unbias-learning-to-rank dataset of Baidu☆64Updated 9 months ago
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆170Updated 2 years ago
- SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction☆26Updated 2 years ago
- An all-in-one framework for Ad-hoc Information Retrieval.☆18Updated last year
- ☆32Updated 2 years ago
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆18Updated 4 months ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆59Updated last year
- Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'☆16Updated 3 years ago
- ☆66Updated 2 years ago
- The github repository of paper "Understanding Differential Search Index for Text Retrieval" in ACL2023 Findings..☆16Updated last year
- ☆56Updated 3 months ago
- Differentiable Product Quantization for End-to-End Embedding Compression.☆62Updated 2 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆112Updated last year
- ☆56Updated 2 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Updated 3 years ago