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
Alternatives and similar repositories for JPQ
Users that are interested in JPQ are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆119Aug 7, 2024Updated last year
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆127Feb 15, 2022Updated 4 years ago
- SIGIR'20: An Analysis of BERT in Document Ranking☆21Jul 27, 2020Updated 5 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
- Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'☆16Aug 30, 2021Updated 4 years ago
- 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.
- An evaluation framework to test AI in a trial-and-error process. It is a simplified Natural Selection test.☆22Mar 11, 2025Updated last year
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 6 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Apr 29, 2022Updated 4 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 5 years ago
- ☆13Nov 9, 2021Updated 4 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆385Jan 6, 2026Updated 6 months ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 4 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆158Jul 27, 2021Updated 4 years ago
- Dense hybrid representations for text retrieval☆65Apr 3, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- INCOME: An Easy Repository for Training and Evaluation of Index Compression Methods in Dense Retrieval. Includes BPR and JPQ.☆24Sep 24, 2023Updated 2 years ago
- Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)☆22Aug 28, 2023Updated 2 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆340Jun 17, 2023Updated 3 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- ☆47Mar 27, 2022Updated 4 years ago
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆48Jul 25, 2023Updated 2 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆27Aug 10, 2023Updated 2 years ago
- Collections of IR Research☆37May 18, 2025Updated last year
- ☆39Nov 21, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The code for the paper "Contrastive Quantization with Code Memory for Unsupervised Image Retrieval" (AAAI'22, Oral).☆37Oct 21, 2022Updated 3 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Mar 25, 2024Updated 2 years ago
- A Python interface to PISA☆37Jun 4, 2026Updated last month
- ☆89Sep 13, 2023Updated 2 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆742Updated this week
- ☆74Feb 22, 2023Updated 3 years ago
- The inverted index exchange format as defined as part of the Open-Source IR Replicability Challenge (OSIRRC) initiative☆11Aug 6, 2025Updated 11 months ago
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆22Mar 31, 2025Updated last year
- One-stop shop for running and fine-tuning transformer-based language models for retrieval☆65Jun 25, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Flexible classic and NeurAl Retrieval Toolkit☆224Jun 28, 2025Updated last year
- IR module for experimaestro☆14Updated this week
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- Source code for the paper "Controlling the Risk of Conversational Search via Reinforcement Learning" and "Simulating and Modeling the Ris…☆12Aug 11, 2023Updated 2 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆148Feb 21, 2022Updated 4 years ago
- SIGIR'22 paper: Axiomatically Regularized Pre-training for Ad hoc Search☆23May 24, 2023Updated 3 years ago
- Repo for WWW 2022 paper: Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval☆16Mar 1, 2022Updated 4 years ago