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22nd NLDB 2017: Liège, Belgium
- Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais:
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. Lecture Notes in Computer Science 10260, Springer 2017, ISBN 978-3-319-59568-9
Feature Engineering
- Mario Sänger, Ulf Leser, Roman Klinger:
Fine-Grained Opinion Mining from Mobile App Reviews with Word Embedding Features. 3-14 - Md. Shad Akhtar, Sarah Kohail
, Amit Kumar
Feature Selection Using Multi-objective Optimization for Aspect Based Sentiment Analysis. 15-27 - Amit Majumder
Feature Selection and Class-Weight Tuning Using Genetic Algorithm for Bio-molecular Event Extraction. 28-33 - Gondy Leroy, Yang Gu, Sydney Pettygrove, Margaret Kurzius-Spencer:
Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR. 34-37 - Mohammed Arif Khan, Asif Ekbal, Eneldo Loza Mencía, Johannes Fürnkranz
Multi-objective Optimisation-Based Feature Selection for Multi-label Classification. 38-41
Information Extraction
- Michel Naim Gerguis, Cherif R. Salama
WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework. 45-57 - Chaotao Chen, Jiangtao Ren
An Improved PLDA Model for Short Text. 58-70 - Patrick Saint-Dizier:
Mining Incoherent Requirements in Technical Specifications. 71-83 - Maria Becker, Michael Staniek, Vivi Nastase, Anette Frank:
Enriching Argumentative Texts with Implicit Knowledge. 84-96 - Jean-Marc Davril, Tony Leclercq, Maxime Cordy, Patrick Heymans:
Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering. 97-109 - Ida Mele
Event Detection for Heterogeneous News Streams. 110-123 - Abir Gorrab, Ferihane Kboubi
Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions. 124-130 - Biswanath Barik, Erwin Marsi, Pinar Öztürk:
Extracting Causal Relations Among Complex Events in Natural Science Literature. 131-137 - Ali Hürriyetoglu
Supporting Experts to Handle Tweet Collections About Significant Events. 138-141 - Isabel Moreno
Named Entity Classification Based on Profiles: A Domain Independent Approach. 142-146
Information Extraction from Resource-Scarce Languages
- Ali Mert Ertugrul, Itir Önal, Cengiz Acartürk
Does the Strength of Sentiment Matter? A Regression Based Approach on Turkish Social Media. 149-155 - Mohamed El Marouani, Tarik Boudaa
AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic. 156-161 - Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh, Sowmya Kamath Shevgoor
A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences. 162-169 - Chaima Aridhi, Hadhemi Achour
Word-Level Identification of Romanized Tunisian Dialect. 170-175 - Dogan Küçük, Nursal Arici, Dilek Küçük
Named Entity Recognition in Turkish: Approaches and Issues. 176-181
Natural Language Processing Applications
- Leen Sevens, Vincent Vandeghinste
Simplified Text-to-Pictograph Translation for People with Intellectual Disabilities. 185-196 - Hanna Kicherer, Marcel Dittrich, Lukas Grebe, Christian Scheible, Roman Klinger:
What You Use, Not What You Do: Automatic Classification of Recipes. 197-209 - Sebastian Furth, Joachim Baumeister:
Constructing Technical Knowledge Organizations from Document Structures. 210-213 - Parnab Kumar Chanda, Nitish Varshney, Ashok Subash:
Applications of Natural Language Techniques in Solving SmartHome Use-Cases. 214-217 - Ermelinda Oro
A Method for Querying Touristic Information Extracted from the Web. 218-221 - Sourav Mandal
Towards Generating Object-Oriented Programs Automatically from Natural Language Texts for Solving Mathematical Word Problems. 222-226 - Oleksandr Marchenko
Authorship Attribution System. 227-231
Neural Language Models and Applications
- Natthawut Kertkeidkachorn
Estimating Distributed Representations of Compound Words Using Recurrent Neural Networks. 235-246 - Liliya Akhtyamova, Andrey Ignatov, John Cardiff
A Large-Scale CNN Ensemble for Medication Safety Analysis. 247-253 - Mete Taspinar, Murat Can Ganiz, Tankut Acarman:
A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets. 254-259 - Cem Safak Sahin, Rajmonda Sulo Caceres
Challenges and Solutions with Alignment and Enrichment of Word Embedding Models. 260-266 - Kolawole John Adebayo, Luigi Di Caro
Legalbot: A Deep Learning-Based Conversational Agent in the Legal Domain. 267-273 - Armin Hoenen:
Using Word Embeddings for Computing Distances Between Texts and for Authorship Attribution. 274-277 - Ladislav Lenc, Pavel Král
Combination of Neural Networks for Multi-label Document Classification. 278-282 - Philip Hake, Manuel Zapp, Peter Fettke, Peter Loos:
Supporting Business Process Modeling Using RNNs for Label Classification. 283-286 - Shen Gao, Hua-Ping Zhang
A Convolutional Neural Network Based Sentiment Classification and the Convolutional Kernel Representation. 287-291 - Dwijen Rudrapal
Quotology - Reading Between the Lines of Quotations. 292-296
Opinion Mining and Sentiment Analysis
- Mohamad Hardyman Barawi
Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels. 299-312 - Roman Klinger:
Does Optical Character Recognition and Caption Generation Improve Emotion Detection in Microblog Posts? 313-319 - Matthias Hartung, Roman Klinger, Franziska Schmidtke, Lars Vogel:
Identifying Right-Wing Extremism in German Twitter Profiles: A Classification Approach. 320-325 - Carlos A. de Sá, Roney L. de S. Santos, Raimundo Santos Moura:
An Approach for Defining the Author Reputation of Comments on Products. 326-331 - Erion Çano, Maurizio Morisio:
Quality of Word Embeddings on Sentiment Analysis Tasks. 332-338
Question Answering Systems and Applications
- Zhuang Liu, Degen Huang, Yunxia Zhang, Chuan Zhang:
A Hierarchical Iterative Attention Model for Machine Comprehension. 341-352 - Lanting Fang, Anh Tuan Luu, Lenan Wu, Siu Cheung Hui:
A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval. 353-365 - Wiem Ben Romdhane, Bilel Elayeb
A Discriminative Possibilistic Approach for Query Translation Disambiguation. 366-379 - Asma Aouichat
Building TALAA-AFAQ, a Corpus of Arabic FActoid Question-Answers for a Question Answering System. 380-386 - Mladen Karan, Jan Snajder
Detecting Non-covered Questions in Frequently Asked Questions Collections. 387-390
Semantics-Based Models and Applications
- Armin Sajadi, Evangelos E. Milios, Vlado Keselj
Vector Space Representation of Concepts Using Wikipedia Graph Structure. 393-405 - Siamak Barzegar, André Freitas, Siegfried Handschuh
Composite Semantic Relation Classification. 406-417 - Ehsan Sherkat, Evangelos E. Milios:
Vector Embedding of Wikipedia Concepts and Entities. 418-428 - Sebastian Furth, Maximilian Schirm, Volker Belli, Joachim Baumeister:
TEKNO: Preparing Legacy Technical Documents for Semantic Information Systems. 429-434 - Zenun Kastrati
Improving Document Classification Effectiveness Using Knowledge Exploited by Ontologies. 435-438
Text Summarization
- Marco Ponza, Paolo Ferragina
Document Aboutness via Sophisticated Syntactic and Semantic Features. 441-453 - Minh-Tien Nguyen
Summarizing Web Documents Using Sequence Labeling with User-Generated Content and Third-Party Sources. 454-467 - Jonas Paul Winkler, Andreas Vogelsang
"What Does My Classifier Learn?" A Visual Approach to Understanding Natural Language Text Classifiers. 468-479 - Yang Zhao, Hajime Senuma, Xiaoyu Shen, Akiko Aizawa:
Gated Neural Network for Sentence Compression Using Linguistic Knowledge. 480-491 - Marta Esther Vicente
A Study on Flexibility in Natural Language Generation Through a Statistical Approach to Story Generation. 492-498
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