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
Alternatives and similar repositories for Interpret:
Users that are interested in Interpret are comparing it to the libraries listed below
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆58Updated last year
- Few-shot NLP benchmark for unified, rigorous eval☆91Updated 2 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 3 years ago
- ☆27Updated last year
- ☆66Updated 3 years ago
- ☆61Updated 2 years ago
- ☆38Updated last year
- This repository contains the code for "How many data points is a prompt worth?"☆48Updated 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.☆29Updated 3 years ago
- ☆86Updated 3 years ago
- ☆116Updated 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
- Code, data, and pretrained models for the paper "Generating Wikipedia Article Sections from Diverse Data Sources"☆20Updated 4 years ago
- SUPERT: Unsupervised multi-document summarization evaluation & generation☆94Updated 2 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling☆47Updated 5 years ago
- ☆58Updated 2 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 2 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 3 years ago
- ☆43Updated 5 years ago
- ☆68Updated 3 years ago
- ☆42Updated 4 years ago
- Repository for the code associated with the paper: Unsupervised Extractive Summarization using Mutual Information☆25Updated 3 years ago
- ☆15Updated 3 years ago
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆74Updated 3 years ago
- ☆77Updated 10 months ago
- ☆59Updated 3 years ago
- ☆62Updated last year
- Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. ht…☆83Updated 3 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Updated 2 years ago