Annotation

CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models ACL 2026 CAL-Log: Cost-Aware Active Learning with Logarithmic Cognitive Effort Modeling and Online Adaptation to Human Annotation Behavior ACL 2026 Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives ACL 2026 Potato 2.0: A Comprehensive Annotation Platform with AI-in-the-Loop Support ACL 2026 Refining and Reusing Annotation Guidelines for LLM Annotation ACL 2026 ShefFriday at SemEval-2026 Task 9: LLM-Based Annotation Methods for Detecting Multilingual, Multicultural and Multievent Online Polarisation SemEval 2026 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 “Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations EMNLP 2025 CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset EMNLP 2021 Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling ICLR 2021 The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP 2020 A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd NAACL 2019 Crowdsourced Hedge Term Disambiguation ACL 2019 Crowdsourcing Discourse Relation Annotations by a Two-Step Connective Insertion Task ACL 2019 Tutorial: Making Better Use of the Crowd ACL 2017 Buy-in-Bulk Active Learning NeurIPS 2013 Ranking annotators for crowdsourced labeling tasks NeurIPS 2011 The Multidimensional Wisdom of Crowds NeurIPS 2010