RUCAIBox / VDA
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
☆16Updated 3 years ago
Alternatives and similar repositories for VDA:
Users that are interested in VDA are comparing it to the libraries listed below
- Code of ACL 2022 paper Debiased Contrastive Learning of Unsupervised Sentence Representations☆30Updated 3 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- The implementation of the ACL 2020 paper "Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks"☆24Updated 8 months ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated 2 years ago
- MATCH-TUNING☆15Updated 2 years ago
- PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".☆27Updated 3 years ago
- ☆10Updated 3 years ago
- The code for paper "Diversifying Dialog Generation via Adaptive Label Smoothing" in ACL 2021.☆26Updated 3 years ago
- Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"☆27Updated 2 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 2 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- ☆21Updated 3 years ago
- ☆10Updated 3 years ago
- Official code of our work, Syntax-augmented Multilingual BERT for Cross-lingual Transfer [ACL 2021].☆16Updated 3 years ago
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20Updated 3 years ago
- ☆33Updated 2 years ago
- ☆18Updated 4 years ago
- Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.☆30Updated 3 years ago
- Official repository of the EMNLP'2020 paper "Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial …☆16Updated 3 years ago
- The codebase for "Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation" (Cai et al., AAAI 2020…☆20Updated 9 months ago
- Codes for NAACL 2021 paper 'Noisy Self-Knowledge Distillation for Text Summarization'☆23Updated 3 years ago
- ☆19Updated 3 years ago
- Codes for coreference-aware machine reading comprehension☆13Updated 3 years ago
- The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.☆48Updated last year
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 2 years ago
- Lexically constrained text generation with CBART.☆48Updated 2 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆43Updated 2 years ago
- [ACL'21] Dialogue Response Selection with Hierarchical Curriculum Learning☆21Updated 2 years ago
- Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging☆27Updated 2 years ago