a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini
☆352Dec 21, 2023Updated 2 years ago
Alternatives and similar repositories for pygaggle
Users that are interested in pygaggle are comparing it to the libraries listed below
Sorting:
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,026Updated this week
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆80Feb 16, 2022Updated 4 years ago
- docTTTTTquery document expansion model☆374Mar 25, 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
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,101Updated this week
- Multi-stage passage ranking: monoBERT + duoBERT☆110Nov 23, 2020Updated 5 years ago
- A toolkit for end-to-end neural ad hoc retrieval☆97Aug 20, 2024Updated last year
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 3 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,095Oct 16, 2025Updated 4 months ago
- Anserini notebooks☆69Apr 2, 2023Updated 2 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- ☆24Oct 23, 2020Updated 5 years ago
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆495Feb 24, 2026Updated last week
- A multilingual version of MS MARCO passage ranking dataset☆147Oct 19, 2023Updated 2 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆152Jul 13, 2025Updated 7 months ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆383Jan 6, 2026Updated last month
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- One-stop shop for running and fine-tuning transformer-based language models for retrieval☆63Updated this week
- Provides a common interface to many IR ranking datasets.☆381Feb 20, 2026Updated last week
- A simple toolkit to process TREC files in Python.☆174Aug 24, 2024Updated last year
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 9 months ago
- ☆484Jan 26, 2022Updated 4 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,860Apr 6, 2023Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 years ago
- Software for building the IR Anthology.☆11Sep 19, 2023Updated 2 years ago
- No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval☆29Sep 26, 2022Updated 3 years ago
- ☆16Oct 20, 2025Updated 4 months ago
- A multi-stage neural search engine for the COVID-19 Open Research Dataset☆138Mar 4, 2023Updated 3 years ago
- ☆40May 13, 2023Updated 2 years ago
- ☆47Mar 27, 2022Updated 3 years ago
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- ☆89Apr 3, 2025Updated 11 months ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆677Jan 7, 2024Updated 2 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆115Jul 11, 2021Updated 4 years ago
- A Python framework for conversational search☆40Nov 14, 2021Updated 4 years ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆199Jul 31, 2024Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆980May 3, 2024Updated last year
- Fusion-in-Decoder☆592Oct 4, 2023Updated 2 years ago