Browsing School of Electronic Engineering and Computer Science by Author "Uma, A"
Now showing items 1-6 of 6
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Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning
Fornaciari, T; Uma, A; Paun, S; Plank, B; Hovy, D; Poesio, M (2021) -
A Cluster Ranking Model for Full Anaphora Resolution
Yu, J; Uma, A; Poesio, M; Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) (European Language Resources Association (ELRA), 2020-05-31)Anaphora resolution (coreference) systems designed for theCONLL2012 dataset typically cannot handle key aspects of the full anaphoraresolution task such as the identification of singletons and of certain types of non-referring ... -
Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa
Fornaciari, T; Uma, A; Poesio, M; Hovy, D (2022) -
SemEval-2021 Task 12: Learning with Disagreements
Uma, A; Fornaciari, T; Dumitrache, A; Miller, T; Chamberlain, J; Plank, B; Simpson, E; Poesio, M (2021-01-01)Disagreement between coders is ubiquitous in virtually all datasets annotated with human judgements in both natural language processing and computer vision. However, most supervised machine learning methods assume that a ... -
SemEval-2023 Task 11: Learning With Disagreements (LeWiDi)
Leonardelli, E; Uma, A; Abercrombie, G; Almanea, D; Basile, V; Fornaciari, T; Plank, B; Rieser, V; Poesio, M (2023-04-28) -
We Need to Consider Disagreement in Evaluation
Basile, V; Fell, M; Fornaciari, T; Hovy, D; Paun, S; Plank, B; Poesio, M; Uma, A; Workshop on Benchmarking: Past, Present and Future (2021-08-01)