| 2019 | Opinion Spam Detection with Attention-Based LSTM Networks. | Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim |
| 2019 | Microtext Normalization for Chatbots. | Ranjan Satapathy, Erik Cambria, Nadia Magnenat-Thalmann |
| 2019 | Active Learning to Select Unlabeled Examples with Effective Features for Document Classification. | Minoru Sasaki |
| 2019 | Cold Is a Disease and D-cold Is a Drug: Identifying Biological Types of Entities in the Biomedical Domain. | Suyash Sangwan, Raksha Sharma, Girish K. Palshikar, Asif Ekbal |
| 2019 | Unmasking Bias in News. | Javier Snchez-Junquera, Paolo Rosso, Manuel Montes-y-Gmez, Simone Paolo Ponzetto |
| 2019 | "News Title Can Be Deceptive" Title Body Consistency Detection for News Articles Using Text Entailment. | Tanik Saikh, Kingshuk Basak, Asif Ekbal, Pushpak Bhattacharyya |
| 2019 | Extracting Food-Drug Interactions from Scientific Literature: Relation Clustering to Address Lack of Data. | Tsanta Randriatsitohaina, Thierry Hamon |
| 2019 | Comparative Analyses of Multilingual Sentiment Analysis Systems for News and Social Media. | Pavel Pribn, Alexandra Balahur |
| 2019 | Adaptation of Machine Translation Models with Back-Translated Data Using Transductive Data Selection Methods. | Alberto Poncelas, Gideon Maillette de Buy Wenniger, Andy Way |
| 2019 | Connectives with Both Arguments External: A Survey on Czech. | Lucie Polkov, Jir Mrovsk |
| 2019 | Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis. | Haiyun Peng, Soujanya Poria, Yang Li, Erik Cambria |
| 2019 | Sentiment Analysis Through Finite State Automata. | Serena Pelosi, Alessandro Maisto, Lorenza Melillo, Annibale Elia |
| 2019 | Techniques for Jointly Extracting Entities and Relations: A Survey. | Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar |
| 2019 | Unsupervised Keyphrase Extraction from Scientific Publications. | Eirini Papagiannopoulou, Grigorios Tsoumakas |
| 2019 | Phrase-Level Simplification for Non-native Speakers. | Gustavo H. Paetzold, Lucia Specia |
| 2019 | Sentiment Analysis of Influential Messages for Political Election Forecasting. | Oumayma Oueslati, Moez Ben Haj Hmida, Habib Ounelli, Erik Cambria |
| 2019 | Natural Language Interactions in Autonomous Vehicles: Intent Detection and Slot Filling from Passenger Utterances. | Eda Okur, Shachi H. Kumar, Saurav Sahay, Asli Arslan Esme, Lama Nachman |
| 2019 | Understanding Interpersonal Variations in Word Meanings via Review Target Identification. | Daisuke Oba, Shoetsu Sato, Naoki Yoshinaga, Satoshi Akasaki, Masashi Toyoda |
| 2019 | Detecting Machine-Translated Paragraphs by Matching Similar Words. | Hoang-Quoc Nguyen-Son, Tran Phuong Thao, Seira Hidano, Shinsaku Kiyomoto |
| 2019 | *Paris is Rain. or It is raining in Paris?: Detecting Overgeneralization of Be-verb in Learner English. | Ryo Nagata, Koki Washio, Hokuto Ototake |
| 2019 | Initial Explorations on Chaotic Behaviors of Recurrent Neural Networks. | Bagdat Myrzakhmetov, Rustem Takhanov, Zhenisbek Assylbekov |
| 2019 | Text Preprocessing for Shrinkage Regression and Topic Modeling to Analyse EU Public Consultation Data. | Nada Mimouni, Timothy Yu-Cheong Yeung |
| 2019 | Multiplicative Models for Recurrent Language Modeling. | Diego Maupom, Marie-Jean Meurs |
| 2019 | Effectiveness of Self Normalizing Neural Networks for Text Classification. | Avinash Madasu, Vijjini Anvesh Rao |
| 2019 | EASY: Evaluation System for Summarization. | Marina Litvak, Natalia Vanetik, Yael Veksler |