Alexandra Uma

8 papers · 2018–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NAACL (3) ACL (2) SemEval (2) COLING (1)

Top co-authors

Massimo Poesio (8) Tommaso Fornaciari (5) Barbara Plank (4) Silviu Paun (4) Dirk Hovy (3) Juntao Yu (2) Valerio Basile (2) Jon Chamberlain (2) Elisa Leonardelli (2) Verena Rieser (1)

Research topics

Machine Learning (7) Learning Types (6) Optimization & Theory (3) Natural Language Processing (2) Applications (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Architectures (1) Core AI (1) Linguistics (1)

Keywords

annotation disagreement (3) soft label (3) label noise (2) natural language processing (2) coreference resolution (2) evaluation metric (2) inter-annotator disagreement (2) euclidean distance (1) dataset bia (1) ground truth (1) cross entropy (1) human annotation (1) significance testing (1) anaphora resolution (1) inter-annotator agreement (1) annotator disagreement (1) manhattan distance (1) discourse deixi (1) nlp dataset (1) subjective task (1)

Papers

Soft metrics for evaluation with disagreements: an assessment COLING 2024 SemEval-2023 Task 11: Learning with Disagreements (LeWiDi) SemEval 2023 Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ACL 2022 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 SemEval-2021 Task 12: Learning with Disagreements SemEval 2021 We Need to Consider Disagreement in Evaluation ACL 2021 A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation NAACL 2019 Anaphora Resolution with the ARRAU Corpus NAACL 2018