[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
☆86Oct 25, 2023Updated 2 years ago
Alternatives and similar repositories for InfoBERT
Users that are interested in InfoBERT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- codes for paper "learning to discriminate perturbations for blocking adversarial attacks in text classification" in EMNLP19☆15Feb 25, 2020Updated 6 years ago
- Adversarial Training for Natural Language Understanding☆252Sep 6, 2023Updated 2 years ago
- ☆25May 6, 2021Updated 5 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Jun 12, 2023Updated 3 years ago
- ☆11Mar 6, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆10Jun 5, 2021Updated 5 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- Comparaison of adversarial training algorithms (FreeLB, FreeAT and K-PGD) on natural language tasks☆12Feb 14, 2020Updated 6 years ago
- Code base for the EMNLP 2021 paper, "Multi-granularity Textual Adversarial Attack with Behavior Cloning".☆13Apr 18, 2022Updated 4 years ago
- Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective☆11Nov 16, 2022Updated 3 years ago
- Repo for code for the NIPS paper entitled "An Architecture for Deep, Hierarchical Generative Models"☆14Oct 27, 2016Updated 9 years ago
- A video retrieval dataset How2R and a video QA dataset How2QA☆24Oct 15, 2020Updated 5 years ago
- A Model for Natural Language Attack on Text Classification and Inference☆530Dec 8, 2022Updated 3 years ago
- ☆18Nov 5, 2016Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NAACL 2022] "SemAttack: Natural Textual Attacks via Different Semantic Spaces" by Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li☆21Jun 11, 2022Updated 4 years ago
- ☆11Jul 15, 2020Updated 6 years ago
- MLPs for Vision and Langauge Modeling (Coming Soon)☆27Dec 9, 2021Updated 4 years ago
- ☆18Nov 25, 2022Updated 3 years ago
- Repository for Knowledge Enhanced Machine Learning Pipeline (KEMLP)☆10Jun 5, 2021Updated 5 years ago
- Datasets for the paper "Improving the Robustness of Question Answering Systems to Question Paraphrasing" (ACL 2019)☆27Aug 7, 2019Updated 6 years ago
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models☆16Sep 13, 2021Updated 4 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆48Mar 8, 2021Updated 5 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Nov 21, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆41May 5, 2021Updated 5 years ago
- Natural Universal Trigger Search (NUTS)☆21Apr 17, 2021Updated 5 years ago
- ☆10Oct 28, 2020Updated 5 years ago
- ☆11Sep 7, 2020Updated 5 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- ☆11Jun 2, 2022Updated 4 years ago
- ☆20Jun 6, 2021Updated 5 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆27Dec 8, 2022Updated 3 years ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆77Apr 12, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆33May 26, 2021Updated 5 years ago
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 4 years ago
- ☆24Jun 7, 2021Updated 5 years ago
- [TACL 2021] Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-La…☆115Mar 24, 2022Updated 4 years ago
- AAAI 2022 paper - Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction☆17Dec 23, 2021Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆172Apr 26, 2021Updated 5 years ago
- EMNLP'2020: Look at the First Sentence: Position Bias in Question Answering☆29Nov 4, 2020Updated 5 years ago