Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation
☆115Jul 11, 2021Updated 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:
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- ☆39Nov 21, 2022Updated 3 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 9 months ago
- ☆18Jul 11, 2021Updated 4 years ago
- SIGIR'20: An Analysis of BERT in Document Ranking☆21Jul 27, 2020Updated 5 years ago
- ☆47Mar 27, 2022Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆339Jun 12, 2023Updated 2 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆47Jul 25, 2023Updated 2 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Dec 21, 2023Updated 2 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆730Jan 26, 2026Updated last month
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆340Jul 6, 2023Updated 2 years ago
- ☆47Feb 7, 2024Updated 2 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Apr 29, 2022Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- Open-Source Information Retrieval Courses @ TU Wien☆698Jun 12, 2023Updated 2 years ago
- Unified Learned Sparse Retrieval Framework☆68May 13, 2024Updated last year
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,095Oct 16, 2025Updated 4 months ago
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 5 years ago
- Re-Implementation of SPARTA model☆13Oct 1, 2021Updated 4 years ago
- ☆24Oct 23, 2020Updated 5 years ago
- ☆24Jun 28, 2023Updated 2 years ago
- Provides a common interface to many IR ranking datasets.☆381Feb 20, 2026Updated 2 weeks ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,033Updated this week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆980May 3, 2024Updated last year
- docTTTTTquery document expansion model☆374Mar 25, 2023Updated 2 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- Dense hybrid representations for text retrieval☆64Apr 3, 2023Updated 2 years ago
- ☆484Jan 26, 2022Updated 4 years ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆772Apr 7, 2023Updated 2 years ago
- Evaluation of BEIR Datasets using ColBERT retrieval model☆18Mar 4, 2022Updated 4 years ago
- 🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…☆49Apr 25, 2022Updated 3 years ago
- Source code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19☆48Apr 30, 2019Updated 6 years ago
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆325May 9, 2021Updated 4 years ago
- Collections of IR Research☆37May 18, 2025Updated 9 months ago
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,101Mar 3, 2026Updated last week
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆128Feb 15, 2022Updated 4 years ago
- A multilingual version of MS MARCO passage ranking dataset☆147Oct 19, 2023Updated 2 years ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆219Jun 24, 2025Updated 8 months ago