blessu / BalancedLossNLP
☆20Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for BalancedLossNLP
- 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
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆28Updated 3 years ago
- The code for our NAACL 2021 paper "HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization".☆10Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆84Updated 4 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆55Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated last year
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 3 years ago
- （Accepted By EMNLP2021 main long）TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 2 years ago
- ☆34Updated 2 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆61Updated 3 years ago
- The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.☆47Updated last year
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆113Updated 2 years ago
- Weakly-supervised Text Classification Based on Keyword Graph☆20Updated 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
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Updated 3 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 2 years ago
- ☆39Updated 2 years ago
- Prompt-learning methods used BERT4Keras (PET, EFL and NSP-BERT), both for Chinese and English.☆29Updated 2 years ago
- Code for paper Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval, Accepted by ACL2022 Main Conference, Long Paper☆30Updated 2 years ago
- Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)☆57Updated last year
- Code for "MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER"☆44Updated 2 years ago
- Official Implementation for "Self-Gudied Contrastive Learning for BERT Sentence Representations (ACL 2021)"☆25Updated 2 years ago
- Multi-Label Text Classification Based On Bert☆19Updated last year
- Library of various Few-Shot Learning frameworks for text classification☆60Updated last year
- ☆19Updated 2 years ago
- ☆32Updated 2 years ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated last year
- ☆127Updated last year
- Code of ACL 2022 paper Debiased Contrastive Learning of Unsupervised Sentence Representations☆30Updated 2 years ago