WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
☆119Aug 7, 2024Updated 2 years ago
Alternatives and similar repositories for RepCONC
Users that are interested in RepCONC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆54Feb 19, 2022Updated 4 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆127Feb 15, 2022Updated 4 years ago
- CIKM 2022: Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models☆10Aug 4, 2022Updated 4 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Apr 29, 2022Updated 4 years ago
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆65Oct 13, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆74Feb 22, 2023Updated 3 years ago
- SIGIR'22 paper: Axiomatically Regularized Pre-training for Ad hoc Search☆23May 24, 2023Updated 3 years ago
- An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.☆59May 17, 2023Updated 3 years ago
- Code for AAAI 2024 paper Wikiformer☆20Dec 21, 2023Updated 2 years ago
- ☆13Mar 1, 2019Updated 7 years ago
- An evaluation framework to test AI in a trial-and-error process. It is a simplified Natural Selection test.☆22Mar 11, 2025Updated last year
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 4 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆158Jul 27, 2021Updated 5 years ago
- SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction☆27Nov 8, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆267Jan 27, 2023Updated 3 years ago
- ☆72Jun 16, 2022Updated 4 years ago
- A general framework used on evaluating the performance of large language models (LLMs) based on the peer review mechanism among LLMs☆19Aug 3, 2024Updated 2 years ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Aug 31, 2022Updated 4 years ago
- ☆55Jan 18, 2023Updated 3 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆345Jun 17, 2023Updated 3 years ago
- 🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrie…☆49Apr 25, 2022Updated 4 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆750Oct 24, 2026Updated last week
- SPRINT Toolkit helps you evaluate diverse neural sparse models easily using a single click on any IR dataset.☆48Jul 25, 2023Updated 3 years ago
- 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.
- Re-Implementation of SPARTA model☆13Oct 1, 2021Updated 5 years ago
- A toolkit for asynchronously validating dense retriever checkpoints during training.☆28Aug 10, 2023Updated 3 years ago
- SIGIR'20: An Analysis of BERT in Document Ranking☆21Jul 27, 2020Updated 6 years ago
- ☆11Feb 16, 2024Updated 2 years ago
- The official repo for our SIGIR'23 Full paper: Constructing Tree-based Index for Efficient and Effective Dense Retrieval☆28Jun 7, 2023Updated 3 years ago
- Dense hybrid representations for text retrieval☆65Apr 3, 2023Updated 3 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆111May 18, 2023Updated 3 years ago
- Search Engines with Autoregressive Language models☆296Apr 4, 2023Updated 3 years ago
- ☆47Mar 27, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆176Jun 6, 2021Updated 5 years ago
- Collections of IR Research☆37May 18, 2025Updated last year
- Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'☆16Aug 30, 2021Updated 5 years ago
- Code for paper "Conversational Product Search Based on Negative Feedback"☆12Jun 26, 2020Updated 6 years ago
- Codebase for RetroMAE and beyond.☆276Jun 7, 2024Updated 2 years ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆64May 7, 2024Updated 2 years ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆1,018May 3, 2024Updated 2 years ago