Publications

 

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2019

Maharjan, Suraj; Mave, Deepthi; Shrestha, Prasha; Montes, Manuel; Gonzalez, Fabio A; Solorio, Thamar

Jointly Learning Author and Annotated Character N-gram Embeddings: A Case Study in Literary Text Conference Forthcoming

In Proceedings of the 2019 Conference on Recent Advances in Natural Language Processing (RANLP), ACL, Varna, Bulgaria, Forthcoming.

Abstract | BibTeX | Tags: Authorship Attribution, Book Likability Prediction, Multitask, Neural Language Model, Transfer learning

2018

Maharjan, Suraj; Montes, Manuel; Gonzalez, Fabio A; Solorio, Thamar

A Genre-Aware Attention Model to Improve the Likability Prediction of Books Proceeding

In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018.

Abstract | Links | BibTeX | Tags: Genre-Aware Attention Model, Multitask

Maharjan, Suraj; Kar, Sudipta; Montes, Manuel; Gonzalez, Fabio A; Solorio, Thamar

Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books Inproceedings

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX | Tags: Attention Model, Emotion Flow, Emotion Shapes, Likability Classification, Multitask

Aguilar, Gustavo; Monroy, Pastor López A; Gonzalez, Fabio A; Solorio, Thamar

Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media Inproceedings

for Linguistics, Association Computational (Ed.): Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, New Orleans, Louisiana, 2018.

Abstract | Links | BibTeX | Tags: CRF, Multitask, NER, Phonetics, Phonology, Social Media

2017

Gustavo Aguilar Suraj Maharjan, Pastor López Monroy Thamar Solorio A

A Multi-task Approach for Named Entity Recognition on Social Media Data Inproceedings

Proceedings of 3rd Workshop on Noisy User-generated Text, WNUT 2017., 2017, (Ranked 1st place in the two evaluation metrics).

Abstract | Links | BibTeX | Tags: CRF, Deeplearning, Multitask, NER

Maharjan, Suraj; Arevalo, John; Montes, Manuel; Gonzalez, Fabio A; Solorio, Thamar

A Multi-task Approach to Predict Likability of Books Inproceedings

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pp. 1217–1227, Association for Computational Linguistics, Valencia, Spain, 2017.

Links | BibTeX | Tags: Multitask, Neural Networks