thongnt99 / learned-sparse-retrieval
Unified Learned Sparse Retrieval Framework
☆64Updated 9 months ago
Alternatives and similar repositories for learned-sparse-retrieval:
Users that are interested in learned-sparse-retrieval are comparing it to the libraries listed below
- ☆36Updated 2 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆59Updated 3 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆168Updated 3 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆109Updated 3 years ago
- Dense hybrid representations for text retrieval☆62Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆152Updated 3 years ago
- ☆45Updated 2 years ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆74Updated 3 years ago
- ☆23Updated last year
- A multilingual version of MS MARCO passage ranking dataset☆143Updated last year
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Updated last year
- A toolkit for building dense retrievers with deep language models.☆57Updated 3 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆44Updated last year
- Query Performance Prediction for Conversational Search (QPP4CS)☆25Updated 9 months ago
- ☆55Updated 2 years ago
- A Python framework for conversational search☆40Updated 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
- EMNLP 2021 - Pre-training architectures for dense retrieval☆244Updated 2 years ago
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contr…☆49Updated last year
- ☆11Updated 6 months ago
- ☆84Updated 6 months ago
- Inquisitive Parrots for Search☆187Updated 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
- Train Dense Passage Retriever (DPR) with a single GPU☆130Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆260Updated last year
- Scalable training for dense retrieval models.☆276Updated this week
- Search Engines with Autoregressive Language models☆282Updated last year
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆131Updated 3 years ago
- 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