Publication
2024
Fariz Ikhwantri,Hiroaki Yamada,and TakenobuTokunaga. Analyz inginterpretability of summarization model with eye-gaze information. In The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, Turin, 2024 [To appear ]
2023
Fariz Ikhwantri, Jan Wira Gotama Putra,Hiroaki Yamada, and Takenobu Tokunaga. Looking deep in the eyes : Investigating interpretation methods for neural models on reading tasks using human eye-movement behaviour. Information Processing & Management, 60(2):103195, 2023, [pdf]
2019
Rezka Leonandya and Fariz Ikhwantri, Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts, Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation (PACLIC 33), pages 124-133, Hakodate, Japan, September 13-15, 2019, [pdf]
Fariz Ikhwantri. Cross-lingual transfer for distantly supervised and low-resources indonesian ner. In Computational Linguistics and Intelligent Text Processing: 20th International Conference, CICLing 2019, La Rochelle, France, April 7–13, 2019, Revised Selected Papers, Part I. Springer-Verlag, 2023. doi: 10.1007/978-3-031-24337-0_29 , [pdf]
2018
Valdi Rachman, Rahmad Mahendra, Alfan Farizki Wicaksono, Ahmad Rizqi Meydiarso, and Fariz Ikhwantri. Semantic role labeling in conversational chat using deep bi-directional long short-term memory networks with attention mechanism. In Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, Hong Kong, 1–3 December 2018. Association for Computational Linguistics
Fariz Ikhwantri, Samuel Louvan, Kemal Kurniawan, Bagas Abisena, Valdi Rachman, Alfan Farizki Wicaksono, Rahmad Mahendra, Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus, Proceedings of the The ACL 2018 Workshop on Deep Learning Approaches for Low-Resource Natural Language Processing, pages 43–50, Melbourne, Australia, July 18, 2018, [pdf]
2015
F. Ikhwantri, N. Habibie, A. R. Syulistyo, Aprinaldi and W. Jatmiko, "Learning semantic segmentation score in weakly supervised convolutional neural network," 2015 International Conference on Computers, Communications, and Systems (ICCCS), Kanyakumari, 2015, pp. 19-25. doi: 10.1109/CCOMS.2015.7562845
N. Habibie, V. Dewanto, J. Chandra, F. Ikhwantri, H. B. Santoso and W. Jatmiko, "Evolutionary segment selection for higher-order conditional random fields in semantic image segmentation," 2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Depok, 2015, pp. 249-255. doi: 10.1109/ICACSIS.2015.7415150