danishpruthi / deceptive-attentionLinks
Code & Data for the paper "Learning to Deceive with Attention-Based Explanations"
☆18Updated 4 years ago
Alternatives and similar repositories for deceptive-attention
Users that are interested in deceptive-attention are comparing it to the libraries listed below
Sorting:
- ☆63Updated 5 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆170Updated 4 years ago
- Heuristic Analysis for NLI Systems☆127Updated 4 years ago
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 4 years ago
- Repository describing example random control tasks for designing and interpreting neural probes☆32Updated 3 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85Updated 4 years ago
- Pytorch implementation of DiffMask☆57Updated 2 years ago
- Diagnostic tests for linguistic capacities in language models☆65Updated 3 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated last year
- PyTorch implementation of the Delete, Retrieve Generate style transfer algorithm☆132Updated last year
- ☆90Updated 3 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆68Updated 4 years ago
- NILE : Natural Language Inference with Faithful Natural Language Explanations☆30Updated 2 years ago
- ☆164Updated 3 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆99Updated 2 years ago
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- Demo for method introduced in "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"☆56Updated 5 years ago
- Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)☆127Updated 5 years ago
- This is a repo for the EMNLP 19 Paper on gender bias in gendered languages.☆23Updated 6 years ago
- Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.☆30Updated 5 years ago
- ☆17Updated 5 years ago
- Implementation for https://arxiv.org/abs/2005.00652☆28Updated 2 years ago
- ☆39Updated 4 years ago
- ☆51Updated 6 years ago
- This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.☆21Updated 5 years ago
- ☆24Updated 4 years ago
- How Contextual are Contextualized Word Representations?☆42Updated 5 years ago
- Text classification models. Used a submodule for other projects.☆68Updated 6 years ago