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Active Learning

323 directly classified papers

Papers per year

Papers

A Survey of Active Learning for Natural Language Processing EMNLP 2022
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
An Efficient Active Learning Pipeline for Legal Text Classification EMNLP 2022
AI Assisted Data Labeling with Interactive Auto Label AAAI 2022
Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning NIPS 2022
Designing a Human-in-the-Loop System for Object Detection in Floor Plans AAAI 2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022
Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss AAAI 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Semi-Supervised Learning via Triplet Network Based Active Learning (Student Abstract) AAAI 2021
Is Active Learning Always Beneficial? (Student Abstract) AAAI 2021
Asking the Right Questions: Learning Interpretable Action Models Through Query Answering AAAI 2021
GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021
AI-Assisted Scientific Data Collection with Iterative Human Feedback AAAI 2021
Teaching Active Human Learners AAAI 2021
Phrase-level Active Learning for Neural Machine Translation EMNLP 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation ACL 2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021
Subsequence Based Deep Active Learning for Named Entity Recognition ACL 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech ACL 2021
Active Learning by Acquiring Contrastive Examples EMNLP 2021