koren-v / Interpret
The PyTorch implementation the Smooth Grad [https://arxiv.org/pdf/1706.03825.pdf] and Integrated Gradients [https://arxiv.org/pdf/1703.01365.pdf] for NLP Models.
☆46Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Interpret
- ☆85Updated 2 years ago
- ☆41Updated 3 years ago
- ☆38Updated last year
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆167Updated 2 years ago
- ☆27Updated last year
- Few-shot NLP benchmark for unified, rigorous eval☆91Updated 2 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆43Updated last year
- ☆43Updated 5 years ago
- ☆83Updated 3 years ago
- This is the repository for SemEval 2021 Task 4: Reading Comprehension of Abstract Meaning. It includes code for baseline models and data.☆30Updated 3 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 3 years ago
- ☆66Updated 3 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆57Updated last year
- [ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling☆72Updated last year
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 3 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆92Updated 2 years ago
- Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)☆57Updated 2 years ago
- ☆42Updated 4 years ago
- ☆116Updated 2 years ago
- This repository contains the code for "How many data points is a prompt worth?"☆49Updated 3 years ago
- ☆67Updated 3 years ago
- Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling☆47Updated 5 years ago
- ☆56Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆84Updated 2 years ago
- ☆60Updated last year
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆97Updated 2 years ago
- ☆52Updated 6 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆51Updated 3 years ago
- Hyperparameter Search for AllenNLP☆134Updated 4 years ago