sebastian-hofstaetter / neural-ranking-kdLinks
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
☆113Updated 4 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
Sorting:
- EMNLP 2021 - Pre-training architectures for dense retrieval☆254Updated 3 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆264Updated 2 years ago
- Unified Learned Sparse Retrieval Framework☆67Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Updated 4 years ago
- ☆39Updated 3 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆59Updated 4 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 4 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆174Updated 4 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆151Updated 4 months ago
- Dense hybrid representations for text retrieval☆63Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆128Updated 3 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated last year
- Search Engines with Autoregressive Language models☆294Updated 2 years ago
- A multilingual version of MS MARCO passage ranking dataset☆144Updated 2 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Updated last year
- docTTTTTquery document expansion model☆372Updated 2 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
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆134Updated 3 months ago
- ☆24Updated 2 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Updated 3 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535