Helmut Prendinger


2018

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IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets
Edison Marrese-Taylor | Suzana Ilic | Jorge Balazs | Helmut Prendinger | Yutaka Matsuo
Proceedings of The 12th International Workshop on Semantic Evaluation

In this paper we introduce our system for the task of Irony detection in English tweets, a part of SemEval 2018. We propose representation learning approach that relies on a multi-layered bidirectional LSTM, without using external features that provide additional semantic information. Although our model is able to outperform the baseline in the validation set, our results show limited generalization power over the test set. Given the limited size of the dataset, we think the usage of more pre-training schemes would greatly improve the obtained results.

2010

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@AM: Textual Attitude Analysis Model
Alena Neviarouskaya | Helmut Prendinger | Mitsuru Ishizuka
Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text

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Recognition of Affect, Judgment, and Appreciation in Text
Alena Neviarouskaya | Helmut Prendinger | Mitsuru Ishizuka
Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)

2009

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A Novel Discourse Parser Based on Support Vector Machine Classification
David duVerle | Helmut Prendinger
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP

2008

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Linguistic Interpretation of Emotions for Affect Sensing from Text
Mostafa Al Masum Shaikh | Helmut Prendinger | Mitsuru Ishizuka
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II