Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577
โ343Jul 6, 2023Updated 3 years ago
Alternatives and similar repositories for gpl
Users that are interested in gpl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ๐ฆฎ Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieโฆโ49Apr 25, 2022Updated 4 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.โ2,246Oct 16, 2025Updated 9 months ago
- docTTTTTquery document expansion modelโ377Mar 25, 2023Updated 3 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.โ48Jul 25, 2023Updated 2 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answeringโ175Jun 6, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting โข AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Inquisitive Parrots for Searchโ200Jun 5, 2025Updated last year
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.โ83Feb 16, 2022Updated 4 years ago
- Efficient few-shot learning with Sentence Transformersโ2,771May 26, 2026Updated last month
- SQuARE: Software for question answering research.โ75Jun 25, 2024Updated 2 years ago
- INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retrieval. Includes BPR and JPQ.โ24Sep 24, 2023Updated 2 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Samplingโ60Jul 11, 2021Updated 5 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillationโ117Jul 11, 2021Updated 5 years ago
- SGPT: GPT Sentence Embeddings for Semantic Searchโ872Feb 17, 2024Updated 2 years ago
- This repository contains the code for the paper 'PARM: Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval' puโฆโ41Jan 5, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways โข AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Search Engines with Autoregressive Language modelsโ296Apr 4, 2023Updated 3 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.โ2,100Updated this week
- EMNLP 2021 - Pre-training architectures for dense retrievalโ256Mar 18, 2022Updated 4 years ago
- โ21Sep 6, 2021Updated 4 years ago
- โ74Jul 2, 2021Updated 5 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorchโ265Jan 27, 2023Updated 3 years ago
- Scalable training for dense retrieval models.โ298Jul 2, 2026Updated 2 weeks ago
- This repository helps you evaluate your models on the FreshStack benchmark!โ34Dec 9, 2025Updated 7 months ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyseriniโ354Dec 21, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer โข AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Codebase for RetroMAE and beyond.โ275Jun 7, 2024Updated 2 years ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)โ3,902Oct 14, 2025Updated 9 months ago
- A Test Collection of Computer Science Papers for Faceted Query by Exampleโ23Nov 28, 2021Updated 4 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.โ742Updated this week
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learningโ779Apr 7, 2023Updated 3 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"โ297Jul 12, 2026Updated last week
- A multilingual version of MS MARCO passage ranking datasetโ148Oct 19, 2023Updated 2 years ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)โ999May 3, 2024Updated 2 years ago
- A toolkit for end-to-end neural ad hoc retrievalโ98Aug 20, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI โข AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 laโฆโ50Nov 13, 2023Updated 2 years ago
- Open-Source Information Retrieval Courses @ TU Wienโ705Jun 12, 2023Updated 3 years ago
- Collections of IR Researchโ37May 18, 2025Updated last year
- State-of-the-Art Embeddings, Retrieval, and Rerankingโ18,928Updated this week
- Provides a common interface to many IR ranking datasets.โ390May 28, 2026Updated last month
- A Python framework for performing information retrieval experiments, building on http://terrier.org/โ510Updated this week
- Code for Relevance-guided Supervision for OpenQA with ColBERT (TACL'21)โ39Aug 2, 2021Updated 4 years ago