amazon-science / scclLinks
Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021
☆304Updated 2 years ago
Alternatives and similar repositories for sccl
Users that are interested in sccl are comparing it to the libraries listed below
Sorting:
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆129Updated 3 years ago
- Pytorch version of BERT-whitening☆311Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆225Updated 3 years ago
- ☆132Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆138Updated last year
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Updated 2 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆543Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆119Updated 3 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- Papers for Open Knowledge Discovery☆120Updated last year
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆357Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Updated last year
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- UDA(Unsupervised Data Augmentation) implemented by pytorch☆278Updated 5 years ago
- MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network☆58Updated 2 years ago
- Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al☆268Updated 2 years ago
- The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"☆230Updated 3 years ago
- Prompt Tuning with Rules☆162Updated 3 years ago
- ☆204Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆245Updated 3 years ago
- A curated list of papers for multi-label classification.☆72Updated last year
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆332Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535Updated 4 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆164Updated 3 years ago
- Implementation of topic models based on neural network approaches.☆431Updated 2 years ago
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆34Updated 4 years ago
- ☆276Updated 3 months ago