[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
☆298Feb 2, 2022Updated 4 years ago
Alternatives and similar repositories for LOTClass
Users that are interested in LOTClass are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆14May 27, 2023Updated 2 years ago
- [WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding☆51Jan 6, 2021Updated 5 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆65Nov 12, 2021Updated 4 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Mar 25, 2021Updated 5 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆356Jun 5, 2020Updated 5 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.
- ☆59Apr 24, 2021Updated 4 years ago
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)☆18Feb 18, 2025Updated last year
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Feb 14, 2021Updated 5 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Oct 23, 2020Updated 5 years ago
- Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)☆45Apr 2, 2024Updated last year
- [CIKM 2018] Weakly-Supervised Neural Text Classification☆78Dec 6, 2018Updated 7 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆69Sep 18, 2022Updated 3 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆85Dec 11, 2021Updated 4 years ago
- [NeurIPS 2019] Spherical Text Embedding☆184Oct 29, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆91Feb 10, 2022Updated 4 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,647Oct 16, 2024Updated last year
- Semi-supervised Learning for Sentiment Analysis☆54Nov 18, 2020Updated 5 years ago
- A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)☆10Oct 23, 2020Updated 5 years ago
- [ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning☆44May 10, 2023Updated 2 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆729Aug 29, 2022Updated 3 years ago
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago
- The source code for SetExpan framework, published in ECML-PKDD 2017☆32Nov 22, 2021Updated 4 years ago
- 以词为基本单位的中文BERT☆477Nov 18, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation …☆24Sep 8, 2023Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- ☆121Apr 4, 2020Updated 5 years ago
- [ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Pr…☆24Jun 1, 2024Updated last year
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆206Aug 17, 2022Updated 3 years ago
- code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer☆1,004May 10, 2022Updated 3 years ago
- The source code used for paper "Empower Entity Set Expansion via Language Model Probing", published in ACL 2020.☆33Nov 3, 2020Updated 5 years ago
- The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020☆78Nov 26, 2021Updated 4 years ago
- Source code for our "D-REPTILE" paper at EACL 2021☆13Jan 19, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 目前只有阅读理解赛道的☆13Mar 31, 2021Updated 4 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40May 25, 2021Updated 4 years ago
- 简单的向量白化改善句向量质量☆487Jun 17, 2021Updated 4 years ago
- Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021☆306Oct 23, 2023Updated 2 years ago
- Code for the paper "Taxonomy Completion via Triplet Matching Network" AAAI 2021☆29Apr 8, 2021Updated 4 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆678Jun 12, 2023Updated 2 years ago
- [KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.☆18Jul 22, 2020Updated 5 years ago