camelop / NLP-Robustness
OOD Generalization and Detection (ACL 2020)
☆60Updated 5 years ago
Alternatives and similar repositories for NLP-Robustness:
Users that are interested in NLP-Robustness are comparing it to the libraries listed below
- ☆63Updated 3 years ago
- Language Model Baselines for PyTorch☆42Updated 4 years ago
- ☆63Updated 5 years ago
- Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers☆20Updated 4 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 4 years ago
- ☆24Updated 3 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 4 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 4 years ago
- ☆42Updated 4 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 2 years ago
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆61Updated 2 years ago
- N/A☆18Updated 2 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆26Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆59Updated last year
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- ☆26Updated 4 years ago
- Code for the EMNLP2020 long paper "Lifelong Language Knowledge Distillation" https://arxiv.org/abs/2010.02123☆12Updated 3 years ago
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆40Updated 4 years ago
- [ACL 2021] Learning to Perturb Word Embeddings for Out-of-distribution QA☆16Updated 2 years ago
- Pytorch implementation of DiffMask☆55Updated last year
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆54Updated 3 years ago
- Official Pytorch implementation of (Roles and Utilization of Attention Heads in Transformer-based Neural Language Models), ACL 2020☆16Updated last month
- code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076☆101Updated 5 years ago
- Methods of training NLP models to ignored biased strategies☆55Updated last year
- ☆17Updated 4 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆39Updated 3 years ago
- [EMNLP 2020] Collective HumAn OpinionS on Natural Language Inference Data☆36Updated 3 years ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆30Updated last year