fanolabs / 0shot-classificationLinks
Zero-shot Intent Classification and Unknown Intent Detection
☆19Updated 4 years ago
Alternatives and similar repositories for 0shot-classification
Users that are interested in 0shot-classification are comparing it to the libraries listed below
Sorting:
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 3 years ago
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models☆16Updated 4 years ago
- Source code for "A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models"☆44Updated 3 years ago
- Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)☆144Updated 4 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆94Updated 3 years ago
- ☆19Updated 3 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆64Updated 4 years ago
- ☆80Updated 3 years ago
- The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.☆35Updated 3 years ago
- This repository contains the code for "How many data points is a prompt worth?"☆48Updated 4 years ago
- ☆67Updated last year
- ☆67Updated 4 years ago
- ☆117Updated 3 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆69Updated 3 years ago
- Meta-learning for NLP☆50Updated 5 years ago
- Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"☆43Updated 3 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆57Updated 4 years ago
- Codes for NAACL 2021 Paper "Unsupervised Multi-hop Question Answering by Question Generation"☆92Updated 3 years ago
- Code for our NAACL-2021 paper "Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models".☆23Updated 4 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆42Updated 2 years ago
- GraphRetriever in the paper "Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering"☆39Updated 4 years ago
- DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings☆18Updated 4 years ago
- “Data Augmentation for Cross-Domain Named Entity Recognition” (EMNLP 2021)☆20Updated 3 years ago
- An Interpretable Neuro-Symbolic Framework for Task-Oriented Dialogue Generation☆23Updated 3 years ago
- The sources codes of the DR-BERT model and baselines☆38Updated 4 years ago
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆71Updated 2 years ago
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20Updated 4 years ago
- Code for ACL 2021 main conference paper "Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances".☆94Updated 4 years ago