camelop / NLP-Robustness
OOD Generalization and Detection (ACL 2020)
☆60Updated 4 years ago
Related projects: ⓘ
- ☆63Updated 2 years ago
- ☆62Updated 4 years ago
- [EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Q…☆26Updated 2 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆35Updated 3 years ago
- Language Model Baselines for PyTorch☆42Updated 4 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆27Updated last year
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆33Updated 3 years ago
- ☆83Updated last year
- [ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models☆58Updated last year
- [ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Y…☆82Updated 10 months ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Updated 2 years ago
- ☆24Updated 3 years ago
- [ACL 2021] Learning to Perturb Word Embeddings for Out-of-distribution QA☆16Updated 2 years ago
- Implementation of "Episodic Memory in Lifelong Language Learning"(NeurIPS 2019) in Pytorch☆56Updated last year
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆17Updated 3 years ago
- Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers☆20Updated 3 years ago
- Implementation for Variational Information Bottleneck for Effective Low-resource Fine-tuning, ICLR 2021☆36Updated 3 years ago
- Uncertainty-aware Self-training☆120Updated 8 months ago
- Codebase for running (conditional) probing experiments☆22Updated last year
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆29Updated last year
- Pytorch implementation of DiffMask☆55Updated last year
- This code repository presents the pytorch implementation of the paper “Implicit Deep Latent Variable Models for Text Generation”(EMNLP 20…☆55Updated 2 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆46Updated 4 years ago
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆40Updated 3 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆68Updated 3 weeks ago
- ☆73Updated 5 months ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆55Updated last year
- ☆41Updated 3 years ago
- A reference-free metric for measuring summary quality, learned from human ratings.☆42Updated last year