Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021
☆306Oct 23, 2023Updated 2 years ago
Alternatives and similar repositories for sccl
Users that are interested in sccl are comparing it to the libraries listed below
Sorting:
- ☆35Dec 14, 2023Updated 2 years ago
- ☆70Mar 8, 2024Updated last year
- ☆80Jul 11, 2022Updated 3 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Dec 10, 2021Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,641Oct 16, 2024Updated last year
- SimCSE在中文任务上的简单实验☆606Aug 7, 2023Updated 2 years ago
- This repository contains the code for our paper "Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive …☆13Nov 23, 2023Updated 2 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆130Jul 1, 2022Updated 3 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 3 years ago
- The Implementation for the Paper "Time-Stamped Language Model: Teaching Language Models toUnderstand The Flow of Events"☆11May 6, 2021Updated 4 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Feb 2, 2022Updated 4 years ago
- Code for the paper "Twin Contrastive Learning for Online Clustering" (IJCV 2022)☆73Jun 12, 2023Updated 2 years ago
- A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space☆12Jun 21, 2021Updated 4 years ago
- Official implementation of "Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning", ACL2022 main con …☆14Jul 23, 2022Updated 3 years ago
- Data augmentation for NLP☆4,645Jun 24, 2024Updated last year
- This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"☆17Apr 22, 2021Updated 4 years ago
- Code for EMNLP 2021 paper: Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting☆17Nov 30, 2021Updated 4 years ago
- Arabic News Stance Corpus☆11Feb 5, 2021Updated 5 years ago
- Demo code for the paper STC2 which released three short text datasets for clustering and classification☆117Mar 23, 2018Updated 7 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- SimBERT升级版（SimBERTv2）！☆444Mar 21, 2022Updated 3 years ago
- [EMNLP 2021] Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning☆17Jun 28, 2025Updated 8 months ago
- ☆880May 24, 2024Updated last year
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆297Oct 27, 2022Updated 3 years ago
- ☆38Apr 26, 2022Updated 3 years ago
- Code release for "Self-Tuning for Data-Efficient Deep Learning" (ICML 2021)☆112Jul 29, 2021Updated 4 years ago
- TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)☆243Nov 26, 2025Updated 3 months ago
- Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"☆20Sep 6, 2021Updated 4 years ago
- Code for the paper "Contrastive Clustering" (AAAI 2021)☆91Aug 19, 2022Updated 3 years ago
- Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach"☆18Jul 9, 2022Updated 3 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Aug 20, 2021Updated 4 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆31Oct 9, 2021Updated 4 years ago
- ☆23Jul 8, 2023Updated 2 years ago
- ☆221Nov 12, 2019Updated 6 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆610May 1, 2025Updated 10 months ago
- Code base for ACL 2021 paper, Weakly Supervised Named Entity Tagging with Learnable Logical Rules.☆20Jun 27, 2023Updated 2 years ago
- Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives☆23Jun 14, 2022Updated 3 years ago
- ☆448Oct 26, 2022Updated 3 years ago
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago