wzh9969 / contrastive-htc
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.
☆132Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for contrastive-htc
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated last year
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆62Updated last year
- Prompt Tuning with Rules☆157Updated 2 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆113Updated 2 years ago
- ☆104Updated last year
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆24Updated last year
- Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.☆102Updated 2 years ago
- Source code for template-based NER☆209Updated 2 years ago
- ☆106Updated 2 years ago
- 中文数据集下SimCSE+ESimCSE的实现☆189Updated 2 years ago
- ☆215Updated 2 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆156Updated 2 years ago
- Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.☆73Updated 2 years ago
- The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".☆114Updated last year
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆26Updated last year
- Codes for "Template-free Prompt Tuning for Few-shot NER".☆115Updated last year
- Code for Label Semantics for Few Shot Named Entity Recognition☆54Updated last year
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago
- ☆54Updated 2 years ago
- Data Augmentation with a Generation Approach for Low-resource Tagging Tasks☆79Updated 3 years ago
- ☆44Updated 2 years ago
- A curated list of papers for multi-label classification.☆65Updated 5 months ago
- Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracke…☆102Updated 3 years ago
- 句子匹配模型,包括无监督的SimCSE、ESimCSE、PromptBERT,和有监督的SBERT、CoSENT。☆97Updated 2 years ago
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆212Updated 2 years ago
- kpt code☆206Updated last year
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆209Updated last year
- This is code for paper: MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction☆63Updated 2 years ago
- 信息抽取相关论文。☆70Updated last year
- 基于prompt的中文文本分类。☆55Updated last year