HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
☆575Dec 6, 2024Updated last year
Alternatives and similar repositories for hyde
Users that are interested in hyde are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,046Updated this week
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆776Apr 7, 2023Updated 3 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Nov 27, 2022Updated 3 years ago
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 10 months ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆733Jan 26, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Scalable training for dense retrieval models.☆298Apr 8, 2026Updated last week
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆12Mar 19, 2024Updated 2 years ago
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆667Nov 20, 2023Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,144Oct 16, 2025Updated 6 months ago
- ☆221Feb 28, 2024Updated 2 years ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆589Apr 4, 2026Updated last week
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆170Jan 8, 2024Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆80Feb 16, 2022Updated 4 years ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,838Oct 14, 2025Updated 6 months ago
- Unified Learned Sparse Retrieval Framework☆68May 13, 2024Updated last year
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- The prime repository for state-of-the-art Multilingual Question Answering research and development.☆739Sep 18, 2025Updated 6 months ago
- Train Dense Passage Retriever (DPR) with a single GPU☆136Jun 16, 2021Updated 4 years ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆990May 3, 2024Updated last year
- Supercharge Your LLM Application Evaluations 🚀☆13,415Feb 24, 2026Updated last month
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,021Jan 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆204Aug 16, 2024Updated last year
- ☆721Oct 7, 2025Updated 6 months ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,904May 17, 2025Updated 11 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆513Oct 9, 2024Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆353Dec 21, 2023Updated 2 years ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆147Jan 6, 2026Updated 3 months ago
- Code and model release for the paper "Task-aware Retrieval with Instructions" by Asai et al.☆164Oct 4, 2023Updated 2 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆676Jan 7, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contr…☆50Oct 12, 2023Updated 2 years ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,357May 25, 2024Updated last year
- Code and Checkpoints for "Generate rather than Retrieve: Large Language Models are Strong Context Generators" in ICLR 2023.☆292Jan 29, 2023Updated 3 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆157Jul 27, 2021Updated 4 years ago
- An Open-Source Package for Information Retrieval☆167Mar 16, 2026Updated last month
- Retrieval and Retrieval-augmented LLMs☆11,537Apr 1, 2026Updated 2 weeks ago
- Starbucks: Improved Training for 2D Matryoshka Embeddings☆23Jun 30, 2025Updated 9 months ago