Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"
☆128May 24, 2022Updated 3 years ago
Alternatives and similar repositories for contrastive-active-learning
Users that are interested in contrastive-active-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for evaluating uncertainty estimation methods for Transformer-based architectures in natural language understanding tasks.☆44Aug 16, 2021Updated 4 years ago
- PyTorch implementation of Variational LSTM and Monte Carlo dropout.☆56Jun 22, 2022Updated 3 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch 1.2.0!☆20Mar 2, 2020Updated 6 years ago
- Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.☆32Dec 27, 2022Updated 3 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40May 25, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Codebase, data and models for hallucination of pruned models☆16Jan 11, 2025Updated last year
- Python source code for EMNLP 2021 Findings paper: "Subword Mapping and Anchoring Across Languages".☆13Sep 17, 2021Updated 4 years ago
- ☆13Jul 26, 2023Updated 2 years ago
- Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.☆32Sep 26, 2023Updated 2 years ago
- ☆29Jun 5, 2022Updated 3 years ago
- PyTorch source code of NAACL 2021 paper "Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Tran…☆18Oct 18, 2022Updated 3 years ago
- This is the code of paper ``Contrastive Coding for Active Learning under Class Distribution Mismatch'' with python.☆28Jan 5, 2023Updated 3 years ago
- Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)☆12Jun 8, 2022Updated 3 years ago
- EMNLP 2021 - Frustratingly Simple Pretraining Alternatives to Masked Language Modeling☆34Nov 21, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆14Mar 20, 2021Updated 5 years ago
- PyTorch source code of NAACL 2019 paper "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models"☆96Nov 2, 2023Updated 2 years ago
- Python source code for EMNLP 2020 paper "Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT".☆35Mar 16, 2022Updated 4 years ago
- ☆35May 30, 2022Updated 3 years ago
- [ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Pr…☆24Jun 1, 2024Updated last year
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆156Feb 5, 2023Updated 3 years ago
- Active Learning for Text Classification in Python☆638Apr 1, 2026Updated last week
- Active learning in NLP☆14Dec 14, 2022Updated 3 years ago
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains the two datasets introduced in the paper "Making Science Simple: Corpora for the Lay Summarisation of Scientific…☆27May 13, 2024Updated last year
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆28Apr 28, 2024Updated last year
- Guide for the slp group on how to use the Grnet cluster☆11Apr 16, 2020Updated 5 years ago
- ☆13Feb 14, 2022Updated 4 years ago
- ☆106Oct 16, 2025Updated 5 months ago
- Uncertainty Quantification with Pre-trained Language Models: An Empirical Analysis☆15Oct 11, 2022Updated 3 years ago
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated 10 months ago
- GisPy: A Tool for Measuring Gist Inference Score in Text https://aclanthology.org/2022.wnu-1.5/☆13Jul 1, 2024Updated last year
- Companion repository to "Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models"☆14May 31, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for "Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation" (NAACL 2021)☆17Jun 16, 2022Updated 3 years ago
- A neural RST discourse parser with well pre-trained XLNet.☆17Jun 13, 2022Updated 3 years ago
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆146Nov 24, 2018Updated 7 years ago
- PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)☆76Jul 16, 2022Updated 3 years ago
- Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)☆52Mar 6, 2022Updated 4 years ago
- This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledg…☆10Nov 29, 2022Updated 3 years ago