serrano-s / attn-testsLinks
Checking the interpretability of attention on text classification models
☆49Updated 6 years ago
Alternatives and similar repositories for attn-tests
Users that are interested in attn-tests are comparing it to the libraries listed below
Sorting:
- Code for EMNLP 2019 paper "Attention is not not Explanation"☆58Updated 4 years ago
- Language Model Baselines for PyTorch☆41Updated 5 years ago
- ☆62Updated 3 years ago
- Code for reproducing experiments in our ACL 2019 paper "Probing Neural Network Comprehension of Natural Language Arguments"☆53Updated 3 years ago
- This repository contains the code for running the character-level Sandwich Transformers from our ACL 2020 paper on Improving Transformer …☆55Updated 4 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Updated 5 years ago
- Neural Module Network for Reasoning over Text, ICLR 2020☆120Updated 4 years ago
- Encoder-Agnostic Adaptation for Conditional Language Generation☆79Updated last year
- Interpretable Neural Predictions with Differentiable Binary Variables☆84Updated 4 years ago
- Code for bidirectional sequence generation (BiSon) for generating from BERT pre-trained models.☆51Updated 5 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated last year
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Updated 4 years ago
- Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"☆128Updated 4 years ago
- The implementation of "Neural Machine Translation without Embeddings", NAACL 2021☆33Updated 4 years ago
- Code for papers "A Surprisingly Robust Trick for Winograd Schema Challenge" and "WikiCREM: A Large Unsupervised Corpus for Coreference Re…☆71Updated 2 years ago
- a Pytorch implementation of the Reformer Network (https://openreview.net/pdf?id=rkgNKkHtvB)☆53Updated 2 years ago
- ☆12Updated 6 years ago
- NeurIPS 2019 - Learning Data Manipulation for Augmentation and Weighting☆110Updated 4 years ago
- TextGraphs-13 Shared Task on Multi-Hop Inference Explanation Regeneration☆44Updated 5 years ago
- Cascaded Text Generation with Markov Transformers☆129Updated 2 years ago
- ☆44Updated 6 years ago
- ☆178Updated 5 years ago
- ☆48Updated 5 years ago
- ☆31Updated 6 years ago
- OOD Generalization and Detection (ACL 2020)☆60Updated 5 years ago
- Tool for Evaluating Adversarial Perturbations on Text☆61Updated 3 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Updated 2 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆172Updated 5 years ago
- ☆97Updated 5 years ago
- Code for the paper "Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets", to be presented at NAACL 2019.☆19Updated 6 years ago