This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.
☆140May 14, 2024Updated 2 years ago
Alternatives and similar repositories for contrastive-htc
Users that are interested in contrastive-htc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆230Nov 28, 2022Updated 3 years ago
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆28Dec 13, 2022Updated 3 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆66Oct 7, 2023Updated 2 years ago
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆37Mar 27, 2024Updated 2 years ago
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆28Jul 30, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Load and convert dataset RCV1-v2 to csv file☆35Jun 29, 2023Updated 3 years ago
- Official implementation for NAACL 2024 paper "HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Class…☆21Mar 27, 2024Updated 2 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Jul 14, 2021Updated 4 years ago
- ☆18Mar 3, 2023Updated 3 years ago
- HDLTex: Hierarchical Deep Learning for Text Classification☆277Oct 10, 2024Updated last year
- ☆11Oct 15, 2023Updated 2 years ago
- ☆13Apr 10, 2023Updated 3 years ago
- Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)☆32Jun 21, 2025Updated last year
- A curated list of papers for multi-label classification.☆74May 24, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆34Jul 19, 2021Updated 4 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆168Sep 16, 2022Updated 3 years ago
- ☆134Jun 12, 2023Updated 3 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆328May 27, 2024Updated 2 years ago
- Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"☆13May 3, 2019Updated 7 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆56Sep 12, 2023Updated 2 years ago
- ☆20May 14, 2021Updated 5 years ago
- The official implementation of ACL 2023 paper "Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification."☆22Jun 30, 2023Updated 3 years ago
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆22Nov 3, 2021Updated 4 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.
- [EMNLP 2021] Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning☆17Jun 28, 2025Updated last year
- ☆50Apr 26, 2021Updated 5 years ago
- An Open-source Neural Hierarchical Multi-label Text Classification Toolkit☆1,922Nov 18, 2025Updated 7 months ago
- 目前只有阅读理解赛道的☆13Mar 31, 2021Updated 5 years ago
- 2021字节跳动安全AI挑战赛赛道一亚军—— 基于文本和多模态数据的风险识别 题目名称：色情导流用户识别☆20Apr 10, 2023Updated 3 years ago
- Code and datasets for our NAACL 2022 paper - Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learni…☆70Jun 26, 2023Updated 3 years ago
- Social Bot-Aware Graph Neural Network for Early Rumor Detection☆29Nov 1, 2022Updated 3 years ago
- kpt code☆209Apr 16, 2023Updated 3 years ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Nov 25, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆10Dec 11, 2021Updated 4 years ago
- Text Classification using Graph Convolutional Neural Networks and Natural Language Processing Techniques☆25Feb 4, 2025Updated last year
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆10Jul 14, 2020Updated 5 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Mar 16, 2023Updated 3 years ago
- Hierarchical Neural Attention-based Classification☆25Nov 26, 2020Updated 5 years ago
- ☆20Jul 9, 2022Updated 3 years ago
- ☆14Mar 1, 2023Updated 3 years ago