mourga / transformer-uncertaintyLinks
Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.
☆42Updated 4 years ago
Alternatives and similar repositories for transformer-uncertainty
Users that are interested in transformer-uncertainty are comparing it to the libraries listed below
Sorting:
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Updated 4 years ago
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆128Updated 3 years ago
- ☆58Updated 3 years ago
- Rationales for Sequential Predictions☆40Updated 3 years ago
- Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"☆22Updated 4 years ago
- ☆13Updated 3 years ago
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Updated 6 months ago
- This is a repository for the paper on testing inductive bias with scaled-down RoBERTa models.☆20Updated 3 years ago
- Pytorch implementation of “Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement”☆62Updated 4 years ago
- Code for "BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition"☆32Updated 2 years ago
- Code accompanying our papers on the "Generative Distributional Control" framework☆118Updated 3 years ago
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆41Updated 4 years ago
- Source code for the ACL 2019 paper "Attention-based Conditioning Methods for External Knowledge Integration"☆59Updated 3 years ago
- ☆87Updated last year
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆71Updated last year
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆19Updated 3 years ago
- ☆39Updated 4 years ago
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆28Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆30Updated 3 years ago
- Code and datasets for the EMNLP 2020 paper "Calibration of Pre-trained Transformers"☆61Updated 2 years ago
- Few-shot NLP benchmark for unified, rigorous eval☆93Updated 3 years ago
- Pytorch implementation of DiffMask☆58Updated 2 years ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 4 years ago
- Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"☆27Updated 4 years ago
- ☆11Updated 5 years ago
- ☆49Updated 2 years ago
- ☆42Updated 4 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆49Updated 4 years ago
- An official repository for MIA 2022 (NAACL 2022 Workshop) Shared Task on Cross-lingual Open-Retrieval Question Answering.☆31Updated 3 years ago