arijitx / Fewshot-Learning-with-BERTLinks
We attempt to do few shot learning with BERT and prototypical network for Intent classification
☆22Updated 5 years ago
Alternatives and similar repositories for Fewshot-Learning-with-BERT
Users that are interested in Fewshot-Learning-with-BERT are comparing it to the libraries listed below
Sorting:
- ☆54Updated 5 years ago
- MTM☆143Updated 3 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Updated 3 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆135Updated 2 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Updated last year
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Updated 3 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆109Updated 5 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)☆77Updated 5 years ago
- Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"☆106Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 6 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 5 years ago
- Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper☆29Updated 5 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago
- ☆28Updated 6 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆96Updated 2 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆65Updated 6 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Updated 5 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 5 years ago
- Train, Test and Dev Splits for our AAAI'18 Paper☆16Updated 7 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆131Updated 3 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Updated 5 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 3 years ago
- ☆121Updated 6 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 5 years ago
- Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019☆67Updated 2 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆71Updated 4 years ago
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 4 years ago