Adam Kilgarriff's Legacy to Computational Linguistics and Beyond -- General Formalisms -- A Roadmap towards Machine Intelligence -- Algebraic specification for interoperability between data formats: Application on Arabic lexical data -- Persianp: a Persian Text Processing Toolbox -- Embeddings, Language Modeling, and Sequence Labeling -- Generating Bags of Words from the Sums of their Word Embeddings -- New word analogy corpus for exploring embeddings of Czech words -- Using embedding models for lexical categorization in morphologically rich languages -- A new language model based on possibility theory -- Combining Discrete and Neural Features for Sequence Labeling -- New Recurrent Neural Network Variants for Sequence Labeling -- Lexical Resources and Terminology Extraction -- Mining the Web for Collocations: IR Models of Term Associations -- A Continuum-based Model of Lexical Acquisition -- DESCRIPTION OF TURKISH PARAPHRASE CORPUS STRUCTURE AND GENERATION METHOD -- Extracting Terminological Relationships from Historical Patterns of Social Media Terms -- Adaptation of cross-lingual transfer methods for the building of medical terminology in Ukrainian -- Adaptation of a term extractor to Arabic specialised texts: first experiments and limits -- Morphology and Part-of-Speech Tagging -- Corpus Frequency and Affix Ordering in Turkish -- Pluralising Nouns in isiZulu and Related Languages -- Morphological Analysis of Urdu Verbs -- Stemming and Segmentation for Classical Tibetan -- Part of Speech Tagging for Polish: State of the Art and Future Perspectives -- Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets -- Part-of-Speech Tagging for Code mixed English-Telugu Social media data -- Syntax and Chunking -- Analysis of Word Order in Multiple Treebanks -- A Framework for Language Resource Construction and Syntactic Analysis: Case of Arabic -- Enhancing Neural Network based Dependency Parsing Using Morphological Information for Hindi -- Construction Grammar based Annotation Framework for parsing Tamil -- Comparative Error Analysis Of Parser Outputs On Telugu Dependency Treebank Data -- Gut, Besser, Chunker - Selecting the best models for text chunking with voting -- Named Entity Recognition -- A Deep Learning Solution to Named Entity Recognition -- Deep Learning Approach for Arabic Named Entity Recognition -- Hybrid Feature Selection Approach for Arabic Named Entity Recognition -- Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA) -- Word Sense Disambiguation and Anaphora Resolution -- Word Sense Disambiguation Using Swarm Intelligence: A Bee Colony Optimization Approach -- Verb Sense Annotation For Turkish PropBank via Crowdsourcing -- Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR -- Arabic Anaphora resolution using Markov decision process -- Arabic Pronominal Anaphora Resolution Based on New Set of Features -- Semantics, Discourse, and Dialog -- GpSense: A GPU-friendly method for common-sense subgraph matching in massively parallel architectures -- Parameters driving effectiveness of LSA on topic segmentation -- A New Russian Paraphrase Corpus. Paraphrase Identification and Classification Based on Different Prediction Models -- Constructing A Turkish Corpus for Paraphrase Identification and Semantic Similarity -- Evaluation of Semantic Relatedness Measures for Turkish Language -- Using sentence semantic similarity to improve LMF standardized Arabic dictionary quality -- Multiword Expressions (MWE) for Mizo Language: Literature Survey -- Classification of Textual Genres using Discourse Information -- Features for discourse-new referent detection in Russian -- A Karaka Dependency based Dialog Act Tagging for Telugu using Combination of LMs and HMM.