| 2017 | "What Does My Classifier Learn?" A Visual Approach to Understanding Natural Language Text Classifiers. Jonas Paul Winkler, Andreas Vogelsang |
| 2017 | A Convolutional Neural Network Based Sentiment Classification and the Convolutional Kernel Representation. Shen Gao, Hua-Ping Zhang, Kai Gao |
| 2017 | A Discriminative Possibilistic Approach for Query Translation Disambiguation. Wiem Ben Romdhane, Bilel Elayeb, Narjès Bellamine Ben Saoud |
| 2017 | A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets. Mete Taspinar, Murat Can Ganiz, Tankut Acarman |
| 2017 | A Hierarchical Iterative Attention Model for Machine Comprehension. Zhuang Liu, Degen Huang, Yunxia Zhang, Chuan Zhang |
| 2017 | A Large-Scale CNN Ensemble for Medication Safety Analysis. Liliya Akhtyamova, Andrey Ignatov, John Cardiff |
| 2017 | A Method for Querying Touristic Information Extracted from the Web. Ermelinda Oro, Massimo Ruffolo |
| 2017 | A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences. Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh, Sowmya Kamath Shevgoor |
| 2017 | A Study on Flexibility in Natural Language Generation Through a Statistical Approach to Story Generation. Marta Esther Vicente, Cristina Barros, Elena Lloret |
| 2017 | A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval. Lanting Fang, Anh Tuan Luu, Lenan Wu, Siu Cheung Hui |
| 2017 | AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic. Mohamed El Marouani, Tarik Boudaa, Nourddine Enneya |
| 2017 | An Approach for Defining the Author Reputation of Comments on Products. Carlos A. de Sá, Roney L. de S. Santos, Raimundo S. Moura |
| 2017 | An Improved PLDA Model for Short Text. Chaotao Chen, Jiangtao Ren |
| 2017 | Applications of Natural Language Techniques in Solving SmartHome Use-Cases. Parnab Kumar Chanda, Nitish Varshney, Ashok Subash |
| 2017 | Authorship Attribution System. Oleksandr Marchenko, Anatoly Anisimov, Andrii Nykonenko, Tetiana Rossada, Egor Melnikov |
| 2017 | Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR. Gondy Leroy, Yang Gu, Sydney Pettygrove, Margaret Kurzius-Spencer |
| 2017 | Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels. Mohamad Hardyman Barawi, Chenghua Lin, Advaith Siddharthan |
| 2017 | Building TALAA-AFAQ, a Corpus of Arabic FActoid Question-Answers for a Question Answering System. Asma Aouichat, Ahmed Guessoum |
| 2017 | Challenges and Solutions with Alignment and Enrichment of Word Embedding Models. Cem Safak Sahin, Rajmonda Sulo Caceres, Brandon Oselio, William M. Campbell |
| 2017 | Combination of Neural Networks for Multi-label Document Classification. Ladislav Lenc, Pavel Král |
| 2017 | Composite Semantic Relation Classification. Siamak Barzegar, André Freitas, Siegfried Handschuh, Brian Davis |
| 2017 | Constructing Technical Knowledge Organizations from Document Structures. Sebastian Furth, Joachim Baumeister |
| 2017 | Detecting Non-covered Questions in Frequently Asked Questions Collections. Mladen Karan, Jan Snajder |
| 2017 | Document Aboutness via Sophisticated Syntactic and Semantic Features. Marco Ponza, Paolo Ferragina, Francesco Piccinno |
| 2017 | Does Optical Character Recognition and Caption Generation Improve Emotion Detection in Microblog Posts? Roman Klinger |
| 2017 | Does the Strength of Sentiment Matter? A Regression Based Approach on Turkish Social Media. Ali Mert Ertugrul, Itir Önal, Cengiz Acartürk |
| 2017 | Enriching Argumentative Texts with Implicit Knowledge. Maria Becker, Michael Staniek, Vivi Nastase, Anette Frank |
| 2017 | Estimating Distributed Representations of Compound Words Using Recurrent Neural Networks. Natthawut Kertkeidkachorn, Ryutaro Ichise |
| 2017 | Event Detection for Heterogeneous News Streams. Ida Mele, Fabio Crestani |
| 2017 | Extracting Causal Relations Among Complex Events in Natural Science Literature. Biswanath Barik, Erwin Marsi, Pinar Öztürk |
| 2017 | Feature Selection Using Multi-objective Optimization for Aspect Based Sentiment Analysis. Md. Shad Akhtar, Sarah Kohail, Amit Kumar, Asif Ekbal, Chris Biemann |
| 2017 | Feature Selection and Class-Weight Tuning Using Genetic Algorithm for Bio-molecular Event Extraction. Amit Majumder, Asif Ekbal, Sudip Kumar Naskar |
| 2017 | Fine-Grained Opinion Mining from Mobile App Reviews with Word Embedding Features. Mario Sänger, Ulf Leser, Roman Klinger |
| 2017 | Gated Neural Network for Sentence Compression Using Linguistic Knowledge. Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa |
| 2017 | Identifying Right-Wing Extremism in German Twitter Profiles: A Classification Approach. Matthias Hartung, Roman Klinger, Franziska Schmidtke, Lars Vogel |
| 2017 | Improving Document Classification Effectiveness Using Knowledge Exploited by Ontologies. Zenun Kastrati, Sule Yildirim Yayilgan |
| 2017 | Legalbot: A Deep Learning-Based Conversational Agent in the Legal Domain. Kolawole John Adebayo, Luigi Di Caro, Livio Robaldo, Guido Boella |
| 2017 | Mining Incoherent Requirements in Technical Specifications. Patrick Saint-Dizier |
| 2017 | Multi-objective Optimisation-Based Feature Selection for Multi-label Classification. Mohammed Arif Khan, Asif Ekbal, Eneldo Loza Mencía, Johannes Fürnkranz |
| 2017 | Named Entity Classification Based on Profiles: A Domain Independent Approach. Isabel Moreno, María Teresa Romá-Ferri, Paloma Moreda |
| 2017 | Named Entity Recognition in Turkish: Approaches and Issues. Dogan Küçük, Nursal Arici, Dilek Küçük |
| 2017 | Natural Language Processing and Information Systems - 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais |
| 2017 | Quality of Word Embeddings on Sentiment Analysis Tasks. Erion Çano, Maurizio Morisio |
| 2017 | Quotology - Reading Between the Lines of Quotations. Dwijen Rudrapal, Amitava Das, Baby Bhattacharya |
| 2017 | Simplified Text-to-Pictograph Translation for People with Intellectual Disabilities. Leen Sevens, Vincent Vandeghinste, Ineke Schuurman, Frank Van Eynde |
| 2017 | Summarizing Web Documents Using Sequence Labeling with User-Generated Content and Third-Party Sources. Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran, Minh-Le Nguyen |
| 2017 | Supporting Business Process Modeling Using RNNs for Label Classification. Philip Hake, Manuel Zapp, Peter Fettke, Peter Loos |
| 2017 | Supporting Experts to Handle Tweet Collections About Significant Events. Ali Hürriyetoglu, Nelleke Oostdijk, Mustafa Erkan Basar, Antal van den Bosch |
| 2017 | TEKNO: Preparing Legacy Technical Documents for Semantic Information Systems. Sebastian Furth, Maximilian Schirm, Volker Belli, Joachim Baumeister |
| 2017 | Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering. Jean-Marc Davril, Tony Leclercq, Maxime Cordy, Patrick Heymans |
| 2017 | Towards Generating Object-Oriented Programs Automatically from Natural Language Texts for Solving Mathematical Word Problems. Sourav Mandal, Sudip Kumar Naskar |
| 2017 | Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions. Abir Gorrab, Ferihane Kboubi, Ali Jaffal, Bénédicte Le Grand, Henda Ben Ghézala |
| 2017 | Using Word Embeddings for Computing Distances Between Texts and for Authorship Attribution. Armin Hoenen |
| 2017 | Vector Embedding of Wikipedia Concepts and Entities. Ehsan Sherkat, Evangelos E. Milios |
| 2017 | Vector Space Representation of Concepts Using Wikipedia Graph Structure. Armin Sajadi, Evangelos E. Milios, Vlado Keselj |
| 2017 | What You Use, Not What You Do: Automatic Classification of Recipes. Hanna Kicherer, Marcel Dittrich, Lukas Grebe, Christian Scheible, Roman Klinger |
| 2017 | WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework. Michel Naim Gerguis, Cherif R. Salama, M. Watheq El-Kharashi |
| 2017 | Word-Level Identification of Romanized Tunisian Dialect. Chaima Aridhi, Hadhemi Achour, Emna Souissi, Jihene Younes |