General -- Overview of Character-Based Models for Natural Language Processing -- Pooling Word Vector Representations across Models -- Strategies to select examples for Active Learning with Conditional Random Fields -- Label-Dependencies Aware Recurrent Neural Networks -- Universal Computational Formalisms and Developer Environment for Rule-Based NLP -- Morphology and Text Segmentation -- Several ways to use the lingwarium.org online MT collaborative platform to develop rich morphological analyzers -- A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation -- Building Morphological Chains for Agglutinative Languages -- Joint POS Tagging and Stemming for Agglutinative Languages -- Hungarian particle verbs in a corpus-driven approach -- HANS: A Service-Oriented Framework for Chinese Language Processing -- Syntax and Parsing -- Learning to Rank for Coordination Detection -- Classifier Ensemble Approach to Learning in Dependency Parsing -- Evaluation and enrichment of Stanford Parser using an Arabic Property Grammar -- Word Sense Disambiguation -- SenseDependency-Rank: A Word Sense Disambiguation Method Based on Random Walks and Dependency Trees -- Domain Adaptation for Word Sense Disambiguation using Word Embeddings -- Reference and Coreference Resolution -- "Show me the cup": Reference with Continuous Representations -- Improved Best-First Clustering for Coreference Resolution in Indian Classical Music Forums -- A robust Co-reference Chain builder for Tamil -- Named Entity Recognition -- Structured Named Entity Recognition by Cascading CRFs -- Arabic Named Entity Recognition : A Bidirectional GRU-CRF Approach -- Named Entity Recognition for Amharic Using Stack-Based Deep Learning -- Semantics and Text Similarity -- Idioms: Humans or machines, it's all about context -- Dialogue act taxonomy interoperability using a meta-model -- Textual Entailment Using Machine Translation Evaluation Metrics -- Supervised Learning of Entity Disambiguation Models by Negative Sample Selection -- The Enrichment of Arabic WordNet Antonym Relations -- Designing An Ontology for Physical Exercise Actions -- Visualizing Textbook Concepts: Beyond Word Co-occurrences -- Matching, Re-ranking and Scoring: Learning Textual Similarity by Incorporating Dependency Graph Alignment and Coverage Features -- Text similarity function based on word embeddings for short text analysis -- Information Extraction -- Domain Specific Features Driven Information Extraction from Web Pages of Scientific Conferences -- Classifier-based Pattern Selection Approach for Relation Instance Extraction -- An Ensemble Architecture for Linked Data Lexicalization -- A Hybrid Approach for Biomedical Relation Extraction Using Finite State Automata and Random Forest-Weighted Fusion -- Exploring Linguistic and Graph based Features for the Automatic Classification and Extraction of Adverse Drug Effects -- Extraction of Semantic Relation between Arabic Named Entities Using Different Kinds of Transducer Cascades -- Semi-supervised Relation Extraction from Monolingual Dictionary for Russian WordNet -- Speech Recognition -- ASR Hypothesis Rerarnking using Prior-informed Restricted Boltzmann Machine -- A Comparative Analysis of Speech Recognition Systems for the Tatar Language -- Applications to Linguistics and the Humanities -- Interactive Data Analytics for the Humanities -- Language Technology for Digital Linguistics: Turning the Linguistic Survey of India Into a Rich Source of Linguistic Information -- Classifying World Englishes from a lexical perspective: A corpus-based approach -- Towards a Map of the Syntactic Similarity of Languages -- Romanian Word Production: An Orthographic Approach Based on Sequence Labeling. .