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Alexandra Uma
Alexandra Uma
NLP Scientist, Builder.ai
Verified email at builder.ai
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Year
Learning from disagreement: A survey
AN Uma, T Fornaciari, D Hovy, S Paun, B Plank, M Poesio
Journal of Artificial Intelligence Research 72, 1385-1470, 2021
1232021
Beyond black & white: Leveraging annotator disagreement via soft-label multi-task learning
T Fornaciari, A Uma, S Paun, B Plank, D Hovy, M Poesio
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
1012021
We need to consider disagreement in evaluation
V Basile, M Fell, T Fornaciari, D Hovy, S Paun, B Plank, M Poesio, A Uma
Proceedings of the 1st workshop on benchmarking: past, present and future, 15-21, 2021
892021
Anaphora resolution with the ARRAU corpus
M Poesio, Y Grishina, V Kolhatkar, NS Moosavi, I Roesiger, A Roussel, ...
Proceedings of the First Workshop on Computational Models of Reference …, 2018
622018
A crowdsourced corpus of multiple judgments and disagreement on anaphoric interpretation
M Poesio, J Chamberlain, S Paun, J Yu, A Uma, U Kruschwitz
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
552019
A case for soft loss functions
A Uma, T Fornaciari, D Hovy, S Paun, B Plank, M Poesio
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 8 …, 2020
432020
SemEval-2021 task 12: Learning with disagreements
A Uma, T Fornaciari, A Dumitrache, T Miller, J Chamberlain, B Plank, ...
Proceedings of the 15th International Workshop on Semantic Evaluation …, 2021
392021
SemEval-2023 task 11: Learning with disagreements (LeWiDi)
E Leonardelli, A Uma, G Abercrombie, D Almanea, V Basile, T Fornaciari, ...
arXiv preprint arXiv:2304.14803, 2023
282023
A cluster ranking model for full anaphora resolution
J Yu, A Uma, M Poesio
arXiv preprint arXiv:1911.09532, 2019
212019
Scaling and disagreements: Bias, noise, and ambiguity
A Uma, D Almanea, M Poesio
Frontiers in Artificial Intelligence 5, 818451, 2022
202022
Hard and soft evaluation of NLP models with BOOtSTrap SAmpling-BooStSa
T Fornaciari, A Uma, M Poesio, D Hovy
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
62022
Comparing methods for extractive summarization of call centre dialogue
AN Uma, D Sityaev
arXiv preprint arXiv:2209.02472, 2022
12022
Soft metrics for evaluation with disagreements: an assessment
G Rizzi, E Leonardelli, M Poesio, A Uma, M Pavlovic, S Paun, P Rosso, ...
Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP …, 2024
2024
LREC 2022 Workshop Language Resources and Evaluation Conference 20th June 2022
G Abercrombie, V Basile, S Tonelli, V Rieser, A Uma
2022
Proceedings of the 1st Workshop on Perspectivist Approaches to NLP@ LREC2022
G Abercrombie, V Basile, S Tonelli, V Rieser, A Uma
Proceedings of the 1st Workshop on Perspectivist Approaches to NLP@ LREC2022, 2022
2022
Making the Most of Crowd Information: Learning and Evaluation in AI tasks with Disagreements
AN Uma
Queen Mary University of London, 2021
2021
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