sebastian-hofstaetter / neural-ranking-kd
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
☆110Updated 3 years ago
Alternatives and similar repositories for neural-ranking-kd:
Users that are interested in neural-ranking-kd are comparing it to the libraries listed below
- Unified Learned Sparse Retrieval Framework☆64Updated 11 months ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆59Updated 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
- Dense hybrid representations for text retrieval☆62Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆152Updated 3 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆247Updated 3 years ago
- A multilingual version of MS MARCO passage ranking dataset☆144Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆262Updated 2 years ago
- ☆37Updated 2 years ago
- ☆23Updated last year
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆101Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆130Updated 3 years ago
- Query Performance Prediction for Conversational Search (QPP4CS)☆26Updated 10 months ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆132Updated 10 months ago
- A toolkit for building dense retrievers with deep language models.☆60Updated 3 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated 8 months ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆75Updated 3 years ago
- ☆17Updated 3 years ago
- A Python framework for conversational search☆40Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆261Updated last year
- Tools for the TREC CAsT benchmark☆28Updated 2 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆169Updated 3 years ago
- ☆54Updated 2 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆150Updated last week
- ☆92Updated 3 years ago
- Inquisitive Parrots for Search☆189Updated last year
- A toolkit for end-to-end neural ad hoc retrieval☆96Updated 7 months ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Updated last year
- provides a common interface to many IR measure tools☆83Updated last month