Prasetya Ajie Utama

Prasetya Ajie Utama M.Sc.

Doctoral Researcher

+49 6151 16-27816

Hochschulstraße, 10
64289 Darmstadt

Office: S2|02 E115

AIPHES area

Working in Guiding Theme B2: Content comparison through large-scale inference and reasoning with Dr. Claudia Schulz

Publications

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Gruppiere nach: Publikationsjahr | Typ des Eintrags | Keine Gruppierung
Springe zu: 2022 | 2021 | 2020 | 2019 | 2018
Anzahl der Einträge: 11.

2022

Stowe, Kevin ; Utama, Prasetya ; Gurevych, Iryna (2022):
IMPLI: Investigating NLI Models’ Performance on Figurative Language.
In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), S. 5375-5388,
ACL, 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, 22.-27.05.2022, ISBN 978-1-955917-21-6,
[Konferenzveröffentlichung]

2021

Utama, Prasetya ; Moosavi, Nafise Sadat ; Sanh, Victor ; Gurevych, Iryna (2021):
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning.
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, S. 9063-9074,
ACL, 2021 Conference on Empirical Methods in Natural Language Processing, virtual Conference and Punta Cana, Dominican Republic, 07.-11.11.2021, ISBN 978-1-955917-09-4,
[Konferenzveröffentlichung]

2020

Utama, Prasetya ; Moosavi, Nafise Sadat ; Gurevych, Iryna (2020):
Towards Debiasing NLU Models from Unknown Biases.
S. 7597-7610, Association for Computational Linguistics, The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), virtual Conference, 16.-20.11., [Konferenzveröffentlichung]

Utama, Prasetya ; Moosavi, Nafise Sadat ; Gurevych, Iryna (2020):
Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance.
S. 8717-8729, The 58th annual meeting of the Association for Computational Linguistics (ACL 2020), virtual Conference, 05.-10.07.2020, [Konferenzveröffentlichung]

Weir, Nathaniel ; Utama, Prasetya ; Galakatos, Alex ; Crotty, Andrew ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Bhushan, Rohin ; Geisler, Nadja ; Hättasch, Benjamin ; Eger, Steffen ; Cetintemel, Ugur ; Binnig, Carsten
Maier, David ; Pottinger, Rachel ; Doan, AnHai ; Tan, Wang-Chiew ; Alawini, Abdussalam ; Ngo, Hung Q. (Hrsg.) (2020):
DBPal: A Fully Pluggable NL2SQL Training Pipeline.
In: SIGMOD'20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 2347-2361,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3380589,
[Konferenzveröffentlichung]

Moosavi, Nafise Sadat ; de Boer, Marcel ; Utama, Prasetya ; Gurevych, Iryna (2020):
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures.
In: arXiv-Computer Science, In: Computation and Language, (Preprint), [Artikel]

2019

Moosavi, Nafise Sadat ; Utama, Prasetya ; Rücklé, Andreas ; Gurevych, Iryna (2019):
Improving Generalization by Incorporating Coverage in Natural Language Inference.
In: arXiv preprint arXiv:1909.08940, [Artikel]

Weir, Nathaniel ; Crotty, Andrew ; Galakatos, Alex ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Bhushan, Rohin ; Cetintemel, Ugur ; Utama, Prasetya ; Geisler, Nadja ; Hättasch, Benjamin ; Eger, Steffen ; Binnig, Carsten (2019):
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases.
Los Angeles, California, USA, 1st International Workshop on Conversational Access to Data (CAST) in conj. with the 45th International Conference on Very Large Data Bases (VLDB), Los Angeles, California, USA, [Konferenzveröffentlichung]

Falke, Tobias ; Ribeiro, Leonardo F. R. ; Utama, Prasetya ; Dagan, Ido ; Gurevych, Iryna (2019):
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference.
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), S. 2214-2220,
Florence, Italy, 28.07.2019--02.08.2019, [Konferenzveröffentlichung]

2018

Utama, Prasetya ; Weir, Nathaniel ; Basik, Fuat ; Binnig, Carsten ; Cetintemel, Ugur ; Hättasch, Benjamin ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Usta, Arif (2018):
An End-to-end Neural Natural Language Interface for Databases.
In: arXiv preprint arXiv:1804.00401, [Artikel]

Basik, Fuat ; Hättasch, Benjamin ; Ilkhechi, Amir ; Usta, Arif ; Ramaswamy, Shekar ; Utama, Prasetya ; Weir, Nathaniel ; Binnig, Carsten ; Cetintemel, Ugur (2018):
DBPal: A Learned NL-Interface for Databases.
In: SIGMOD '18, S. 1765-1768, New York, NY, USA, ACM, Proceedings of the 2018 International Conference on Management of Data, New York, NY, USA, ISBN 978-1-4503-4703-7,
DOI: 10.1145/3183713.3193562,
[Konferenzveröffentlichung]

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