| 2019 | A Neural Network Component for Knowledge-Based Semantic Representations of Text. | Alejandro Piad-Morffis, Rafael Muoz, Yoan Gutirrez, Yudivin Almeida-Cruz, Suilan Estevez-Velarde, Andrs Montoyo |
| 2019 | Validation of Facts Against Textual Sources. | Vamsi Krishna Pendyala, Simran Sinha, Satya Prakash, Shriya Reddy, Anupam Jamatia |
| 2019 | Quotation Detection and Classification with a Corpus-Agnostic Model. | Sean Papay, Sebastian Pad |
| 2019 | Term Based Semantic Clusters for Very Short Text Classification. | Jasper Paalman, Shantanu Mullick, Kalliopi Zervanou, Yingqian Zhang |
| 2019 | From Image to Text in Sentiment Analysis via Regression and Deep Learning. | Daniela Onita, Liviu P. Dinu, Adriana Birlutiu |
| 2019 | Building a Morphological Analyser for Laz. | Esra Onal, Francis M. Tyers |
| 2019 | Dependency-Based Relative Positional Encoding for Transformer NMT. | Yutaro Omote, Akihiro Tamura, Takashi Ninomiya |
| 2019 | Large-Scale Hierarchical Alignment for Data-driven Text Rewriting. | Nikola I. Nikolov, Richard H. R. Hahnloser |
| 2019 | Summary Refinement through Denoising. | Nikola I. Nikolov, Alessandro Calmanovici, Richard H. R. Hahnloser |
| 2019 | Building a Comprehensive Romanian Knowledge Base for Drug Administration. | Bogdan Nicula, Mihai Dascalu, Maria-Dorinela Sirbu, Stefan Trausan-Matu, Alexandru Nuta |
| 2019 | Opinions Summarization: Aspect Similarity Recognition Relaxes The Constraint of Predefined Aspects. | Huy-Tien Nguyen, Tung Le, Minh Le Nguyen |
| 2019 | A Holistic Natural Language Generation Framework for the Semantic Web. | Axel-Cyrille Ngonga Ngomo, Diego Moussallem, Lorenz Bhmann |
| 2019 | incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages. | Marius Mosbach, Irina Stenger, Tania Avgustinova, Dietrich Klakow |
| 2019 | A Fast and Accurate Partially Deterministic Morphological Analysis. | Hajime Morita, Tomoya Iwakura |
| 2019 | Empirical Study of Diachronic Word Embeddings for Scarce Data. | Syrielle Montariol, Alexandre Allauzen |
| 2019 | Neural Feature Extraction for Contextual Emotion Detection. | Elham Mohammadi, Hessam Amini, Leila Kosseim |
| 2019 | Unsupervised Data Augmentation for Less-Resourced Languages with no Standardized Spelling. | Alice Millour, Karn Fort |
| 2019 | Community Perspective on Replicability in Natural Language Processing. | Margot Mieskes, Karn Fort, Aurlie Nvol, Cyril Grouin, K. Bretonnel Cohen |
| 2019 | Turning silver into gold: error-focused corpus reannotation with active learning. | Pierre Andr Mnard, Antoine Mougeot |
| 2019 | Sentiment and Emotion Based Representations for Fake Reviews Detection. | Alimuddin Melleng, Anna Jurek-Loughrey, Deepak P |
| 2019 | Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. | Mansour Saffar Mehrjardi, Amine Trabelsi, Osmar R. Zaane |
| 2019 | Semantic Language Model for Tunisian Dialect. | Abir Masmoudi, Rim Laatar, Mariem Ellouze, Lamia Hadrich Belguith |
| 2019 | Automatic diacritization of Tunisian dialect text using Recurrent Neural Network. | Abir Masmoudi, Mariem Ellouze, Lamia Hadrich Belguith |
| 2019 | Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC. | Iva Marinova |
| 2019 | Inforex - a Collaborative Systemfor Text Corpora Annotation and Analysis Goes Open. | Michal Marcinczuk, Marcin Oleksy |