annotation aggregation

Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025 A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024 Efficient Online Crowdsourcing with Complex Annotations AAAI 2024 Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts EACL 2023 Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives! EMNLP 2023 Is Your Perspective Also My Perspective? Enriching Prediction with Subjectivity COLING 2022 Aggregating and Learning from Multiple Annotators EACL 2021 Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions AAAI 2019 A Probabilistic Annotation Model for Crowdsourcing Coreference EMNLP 2018 Lean Multiclass Crowdsourcing CVPR 2018 Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types COLING 2018 Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data EMNLP 2017 An Expectation Maximization Approach to Joint Modeling of Multidimensional Ratings Derived from Multiple Annotators Interspeech 2016 Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016