Build Text Rerankers with Deep Language Models
☆265Feb 20, 2024Updated 2 years ago
Alternatives and similar repositories for Reranker
Users that are interested in Reranker are comparing it to the libraries listed below
Sorting:
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 3 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆730Jan 26, 2026Updated last month
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- A toolkit for building dense retrievers with deep language models.☆64Sep 24, 2021Updated 4 years 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
- An Open-Source Package for Information Retrieval.☆442Oct 7, 2022Updated 3 years ago
- Train Dense Passage Retriever (DPR) with a single GPU☆136Jun 16, 2021Updated 4 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆110May 18, 2023Updated 2 years ago
- ☆10Apr 16, 2021Updated 4 years ago
- ☆24Oct 23, 2020Updated 5 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
- ☆13Jun 6, 2022Updated 3 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,026Updated this week
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- 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 gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Dec 21, 2023Updated 2 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Oct 13, 2021Updated 4 years ago
- Codebase for RetroMAE and beyond.☆272Jun 7, 2024Updated last year
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,860Apr 6, 2023Updated 2 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
- Collections of IR Research☆37May 18, 2025Updated 9 months 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
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆52Feb 19, 2022Updated 4 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆115Jul 11, 2021Updated 4 years ago
- Unified Learned Sparse Retrieval Framework☆68May 13, 2024Updated last year
- docTTTTTquery document expansion model☆374Mar 25, 2023Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆132Jan 3, 2022Updated 4 years ago
- An end-to-end neural ad-hoc ranking pipeline.☆152Jul 13, 2025Updated 7 months ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Aug 7, 2024Updated last year
- ☆18Jul 11, 2021Updated 4 years ago
- Provides a common interface to many IR ranking datasets.☆381Feb 20, 2026Updated last week
- A toolkit for end-to-end neural ad hoc retrieval☆97Aug 20, 2024Updated last year
- Anserini is a Lucene toolkit for reproducible information retrieval research☆1,101Updated this week
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆495Feb 24, 2026Updated last week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆980May 3, 2024Updated last year
- Flexible classic and NeurAl Retrieval Toolkit☆223Jun 28, 2025Updated 8 months ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆219Jun 24, 2025Updated 8 months ago