sebastian-hofstaetter / neural-ranking-kdLinks
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
☆111Updated 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
Sorting:
- Unified Learned Sparse Retrieval Framework☆64Updated last year
- 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
- ☆37Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆154Updated 3 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆263Updated 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
- EMNLP 2021 - Pre-training architectures for dense retrieval☆252Updated 3 years ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆76Updated 3 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆101Updated 2 years ago
- Dense hybrid representations for text retrieval☆63Updated 2 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆133Updated 4 years ago
- A multilingual version of MS MARCO passage ranking dataset☆145Updated last year
- ☆24Updated last year
- ☆54Updated 3 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆132Updated 3 weeks ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆170Updated 4 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆151Updated 2 months ago
- Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"☆62Updated 2 years ago
- Implementation of paper: HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking☆68Updated 2 years ago
- ☆17Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆263Updated last year
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆126Updated 3 years ago
- ☆10Updated 3 years ago
- Multi-stage passage ranking: monoBERT + duoBERT☆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
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Updated 3 years ago
- Collections of IR Research☆35Updated last month
- Deep Learning Hard (DL-HARD) is a new annotated dataset extending TREC Deep Learning benchmark.☆36Updated 3 years ago
- A Python framework for conversational search☆40Updated 3 years ago