PECOS - Prediction for Enormous and Correlated Spaces
☆542Feb 1, 2025Updated last year
Alternatives and similar repositories for pecos
Users that are interested in pecos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆144Apr 27, 2021Updated 5 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆252Sep 30, 2022Updated 3 years ago
- Tools for multi-label classification problems.☆127Apr 19, 2025Updated last year
- An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification☆93Feb 20, 2024Updated 2 years ago
- GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification☆34Oct 28, 2021Updated 4 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.
- This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning☆24Jul 25, 2022Updated 3 years ago
- DECAF: Deep Extreme Classification with Label Features☆53Mar 24, 2022Updated 4 years ago
- Implementation of SiameseXML (ICML 2021)☆40Oct 26, 2022Updated 3 years ago
- ☆19Jun 4, 2021Updated 5 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆99Mar 17, 2022Updated 4 years ago
- Implementation of DeepXML☆65Mar 24, 2022Updated 4 years ago
- Extremely simple and fast extreme multi-class and multi-label classifiers.☆70Nov 10, 2025Updated 7 months ago
- ECLARE: Extreme Classification with Label Graph Correlations☆41Mar 24, 2022Updated 4 years ago
- ☆50Apr 26, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆13Apr 12, 2024Updated 2 years ago
- ☆13Jan 1, 2024Updated 2 years ago
- Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces☆12Apr 19, 2023Updated 3 years ago
- A few-shot learning method based on siamese networks.☆28Feb 20, 2023Updated 3 years ago
- ☆135Apr 3, 2025Updated last year
- ☆47Mar 27, 2022Updated 4 years ago
- Submission archive for the MS MARCO document ranking leaderboard☆31Oct 9, 2023Updated 2 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆64Feb 11, 2024Updated 2 years ago
- Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)☆32Jun 21, 2025Updated last year
- 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.
- ☆15Oct 2, 2024Updated last year
- Vespa application making an index of the CORD-19 dataset.☆42Jul 8, 2025Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆997May 3, 2024Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Aug 17, 2022Updated 3 years ago
- ☆53Dec 22, 2020Updated 5 years ago
- Multimodal extreme classification☆21May 1, 2024Updated 2 years ago
- XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale☆157Dec 20, 2023Updated 2 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆377Apr 21, 2023Updated 3 years ago
- AllenNLP integration for Shiba: Japanese CANINE model☆12Jun 26, 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.
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆343Jul 6, 2023Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆607Jun 15, 2022Updated 4 years ago
- Entity Linker solution☆1,210Sep 21, 2023Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- ☆39Sep 23, 2021Updated 4 years ago
- code for paper submission "Bonsai - Diverse and Shallow Trees for ExtremeMulti-label Classification"☆29Jul 27, 2019Updated 6 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,097Jun 30, 2026Updated last week