| 2018 | Natural-Annotation-Based Malay Multiword Expressions Extraction and Clustering. | Wuying Liu, Lin Wang |
| 2018 | Aspect Specific Opinion Expression Extraction Using Attention Based LSTM-CRF Network. | Abhishek Laddha, Arjun Mukherjee |
| 2018 | A Deep Learning Approach for Multimodal Deception Detection. | Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria |
| 2018 | Parsing Arabic with a Semi-automatically Generated TAG: Dealing with Linguistic Phenomena. | Chrifa Ben Khelil, Chiraz Ben Othmane Zribi, Denys Duchier, Yannick Parmentier |
| 2018 | OntoSenseNet: A Verb-Centric Ontological Resource for Indian Languages. | Jyoti Jha, Sreekavitha Parupalli, Navjyoti Singh |
| 2018 | Research Collaboration Analysis Using Text and Graph Features. | Drahomira Herrmannova, Petr Knoth, Christopher G. Stahl, Robert M. Patton, Jack C. Wells |
| 2018 | A Study on Far-Field Emotion Recognition Based on Deep Convolutional Neural Networks. | Panikos Heracleous, Yasser Mohammad, Koichi Takai, Keiji Yasuda, Akio Yoneyama, Fumiaki Sugaya |
| 2018 | I-vectors and Deep Convolutional Neural Networks for Language Identification in Clean and Reverberant Environments. | Panikos Heracleous, Yasser Mohammad, Kohichi Takai, Keiji Yasuda, Akio Yoneyama |
| 2018 | Combining Graph-Based Dependency Features with Convolutional Neural Network for Answer Triggering. | Deepak Gupta, Sarah Kohail, Pushpak Bhattacharyya |
| 2018 | From Emoji Usage to Categorical Emoji Prediction. | Gal Guibon, Magalie Ochs, Patrice Bellot |
| 2018 | Stance and Gender Detection in Spanish Tweets. | Jos-ngel Gonzlez, Llus-F. Hurtado, Ferran Pla |
| 2018 | Unsupervised Learning of Word Segmentation: Does Tone Matter? | Pierre Godard, Kevin Lser, Alexandre Allauzen, Laurent Besacier, Franois Yvon |
| 2018 | One World - Seven Thousand Languages (Best Paper Award, Third Place). | Fausto Giunchiglia, Khuyagbaatar Batsuren, Abed Alhakim Freihat |
| 2018 | Argumentation in Text: Discourse Structure Matters. | Boris Galitsky, Dmitry Ilvovsky, Dina Pisarevskaya |
| 2018 | Finding Questions in Medical Forum Posts Using Sequence Labeling Approach. | Adrianus Saga Ekakristi, Rahmad Mahendra, Mirna Adriani |
| 2018 | Analyzing Stylistic Variation Across Different Political Regimes. | Liviu P. Dinu, Ana Sabina Uban |
| 2018 | Relationships and Sentiment Analysis of Fictional or Real Characters. | Paul Diac, Catalina Maranduc, Mihaela Colhon |
| 2018 | An Abstractive Text Summarization Using Recurrent Neural Network. | Dipanwita Debnath, Partha Pakray, Ranjita Das, Alexander F. Gelbukh |
| 2018 | Connecting the Content of Books to the Web and the Real World. | Dan Cristea, Ionut Pistol, Daniela Gfu |
| 2018 | Cross-Framework Evaluation for Portuguese POS Taggers and Parsers. | Sandra Collovini, Henrique D. P. dos Santos, Thiago Lima, Evandro Fonseca, Bolivar Pereira, Marlo Souza, Slvia Moraes, Renata Vieira |
| 2018 | Sentence Compression as a Supervised Learning with a Rich Feature Space. | Elena Churkin, Mark Last, Marina Litvak, Natalia Vanetik |
| 2018 | Neural Network Architecture for Credibility Assessment of Textual Claims (Best Paper Award, First Place). | Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava |
| 2018 | Contrastive Learning of Emoji-Based Representations for Resource-Poor Languages. | Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava |
| 2018 | Emotions Are Universal: Learning Sentiment Based Representations of Resource-Poor Languages Using Siamese Networks. | Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava |
| 2018 | Sentiment Analysis of Code-Mixed Languages Leveraging Resource Rich Languages. | Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava |