General Techniques -- Unsupervised Feature Adaptation for Cross-Domain NLP with an Application to Compositionality Grading -- Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification -- Lexical Resources -- A Quick Tour of BabelNet 1.1 (Invited paper) -- Automatic Pipeline Construction for Real-Time Annotation -- A Multilingual GRUG Treebank for Underresourced Languages -- Creating an Annotated Corpus for Extracting Canonical Citations from Classics-Related Texts by Using Active Annotation -- Approaches of Anonymisation of an SMS Corpus -- A Corpus Based Approach for the Automatic Creation of Arabic Broken Plural Dictionaries -- Temporal Classifiers for Predicting the Expansion of Medical Subject Headings -- Knowledge Discovery on Incompatibility of Medical Concepts -- Extraction of Part-Whole Relations from Turkish Corpora -- Chinese Terminology Extraction Using EM-Based Transfer Learning Method -- Orthographic Transcription for Spoken Tunisian Arabic -- Morphology and Tokenization -- An Improved Stemming Approach Using HMM for a Highly Inflectional Language -- Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language -- Finite State Morphology for Amazigh Language -- New Perspectives in Sinographic Language Processing through the Use of Character Structure -- The Application of Kalman Filter Based Human-Computer Learning Model to Chinese Word Segmentation -- Machine Learning for High-Quality Tokenization Replicating Variable Tokenization Schemes -- Syntax and Named Entity Recognition Structural Prediction in Incremental Dependency Parsing -- Semi-supervised Constituent Grammar Induction Based on Text Chunking Information -- Turkish Constituent Chunking with Morphological and Contextual Features -- Enhancing Czech Parsing with Verb Valency Frames -- An Automatic Approach to Treebank Error Detection Using a Dependency Parser -- Topic-Oriented Words as Features for Named Entity Recognition (Best Paper Award, Second Place) -- Named Entities in Judicial Transcriptions: Extended Conditional Random Fields -- Introducing Baselines for Russian Named Entity Recognition -- Word Sense Disambiguation and Coreference Resolution Five Languages Are Better Than One: An Attempt to Bypass the Data Acquisition Bottleneck for WSD (Best Paper Award, Third Place) -- Analyzing the Sense Distribution of Concordances Obtained by Web as Corpus Approach -- MaxMax: A Graph-Based Soft Clustering Algorithm Applied to Word Sense Induction -- A Model of Word Similarity Based on Structural Alignment of Subject-Verb-Object Triples -- Coreference Annotation Schema for an Inflectional Language -- Exploring Coreference Uncertainty of Generically Extracted Event Mentions -- Semantics and Discourse -- LIARc: Labeling Implicit ARguments in Spanish Deverbal Nominalizations -- Automatic Detection of Idiomatic Clauses (Best Paper Award, First Place) -- Evaluating the Results of Methods for Computing Semantic Relatedness -- Similarity Measures Based on Latent Dirichlet Allocation -- Evaluating the Premises and Results of Four Metaphor Identification Systems -- Determining the Conceptual Space of Metaphoric Expressions -- What is being Measured in an Information Graphic? -- Comparing Discourse Tree Structures -- Assessment of Different Workflow Strategies for Annotating Discourse Relations: A Case Study with HDRB -- Building a Discourse Parser for Informal Mathematical Discourse in the Context of a Controlled Natural Language -- Discriminative Learning of First-Order Weighted Abduction from Partial Discourse Explanations -- Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform.