luyug / COIL
NAACL2021 - COIL Contextualized Lexical Retriever
☆151Updated 3 years ago
Alternatives and similar repositories for COIL:
Users that are interested in COIL are comparing it to the libraries listed below
- 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
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆111Updated last year
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆131Updated 2 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆119Updated 5 months ago
- Build Text Rerankers with Deep Language Models☆253Updated 11 months ago
- Unified Learned Sparse Retrieval Framework☆63Updated 8 months ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆109Updated 3 years ago
- ☆79Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆261Updated 2 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆99Updated 2 years ago
- Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 20…☆109Updated 2 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆58Updated 3 years ago
- Dense hybrid representations for text retrieval☆62Updated last year
- ☆23Updated last year
- ☆162Updated 4 years ago
- ☆36Updated 2 years ago
- Multi-stage passage ranking: monoBERT + duoBERT☆112Updated 4 years ago
- A multilingual version of MS MARCO passage ranking dataset☆143Updated last year
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆168Updated 3 years ago
- ☆164Updated last year
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆123Updated 3 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆321Updated last year
- Implementation of paper: HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking☆67Updated 2 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆130Updated 3 years ago
- A toolkit for building dense retrievers with deep language models.☆55Updated 3 years ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆32Updated 2 years ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to any target domain.☆59Updated last year
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆73Updated 2 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆97Updated last year