sebastian-hofstaetter / tas-balanced-dense-retrievalLinks
SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
☆59Updated 4 years ago
Alternatives and similar repositories for tas-balanced-dense-retrieval
Users that are interested in tas-balanced-dense-retrieval are comparing it to the libraries listed below
Sorting:
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 3 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆112Updated 4 years ago
- 🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…☆49Updated 3 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆171Updated 4 years ago
- ☆38Updated 2 years ago
- A Python framework for conversational search☆40Updated 3 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated last year
- MIMICS: A Large-Scale Data Collection for Search Clarification☆79Updated 4 years ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆78Updated 3 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆133Updated 3 weeks ago
- ☆54Updated 2 years ago
- ☆24Updated 4 years ago
- Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"☆42Updated 3 years ago
- ☆24Updated 2 years ago
- Resources for the shared task on conversational question answering SCAI-QReCC 2021☆29Updated 3 years ago
- Dense hybrid representations for text retrieval☆63Updated 2 years ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆53Updated 3 years ago
- ☆92Updated 3 years ago
- ☆68Updated 3 months ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆145Updated 3 years ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆59Updated 2 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Updated last year
- Unified Learned Sparse Retrieval Framework☆65Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆154Updated 4 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆251Updated 3 years ago
- A toolkit for end-to-end neural ad hoc retrieval☆96Updated 11 months ago
- Few-shot NLP benchmark for unified, rigorous eval☆91Updated 3 years ago
- Companion repo for "Evaluating Verifiability in Generative Search Engines".☆83Updated 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 3 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆151Updated 3 weeks ago