Extending VITHEA in Order to Improve Children's Linguistic Skills -- Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years -- Improving Question-Answering for Portuguese Using Triples Extracted from Corpora -- Applying Lexical-Conceptual Knowledge for Multilingual Multi-Document Summarization -- Domain-Specific Hybrid Machine Translation from English to Portuguese -- Analysis of Temporal Adverbial Phrases for Portuguese-Chinese Machine Translation -- Determining the Level of Clients’ Dissatisfaction from Their Commentaries -- Comparing Approaches for Subjectivity Classification: a Study on Portuguese Tweets -- TOPIE: An Open-source Opinion Mining Pipeline to Analyze Consumers' Sentiment in Brazilian Portuguese -- Evaluating Progression of Alzheimer’s Disease by Regression and Classification Methods in a Narrative Language Test in Portuguese -- A Comparative Evaluation of QA Systems over List Questions -- Characterizing Opinion Mining: A Systematic Mapping Study of the Portuguese Language -- Finding Compositional Rules for Determining the Semantic Orientation of Phrases -- Sentiment Analysis for Brazilian Portuguese over a Skewed Class Corpora -- Semantic Relation Extraction. Resources, Tools and Strategies -- Extracting and Mining Open Relations from Portuguese Text -- Towards Key Phrase Assignment for Texts in Portuguese Language -- Entity Linking with Distributional Semantics -- Syntax Deep Explorer -- Automatic Semantic Role Labeling on Non-revised Syntactic Trees of Journalistic Texts -- Improving Coreference Resolution with Semantic Knowledge -- Improving POS Tagging across Portuguese Variants with Word Embeddings -- Joining Forces for Multiword Expression Identification -- A Construction Grammar Approach for Pronominal Clitics in European Portuguese -- Investigating Machine Learning Approaches for Sentence Compression in Different Application Contexts for Portuguese -- A Model for Textual Entailment Based on Linguistic Rules -- Word Embeddings Resources for the Portuguese Language -- Making a Virtue of Necessity: A Verb Lexicon -- CONTO.PT: Groundwork for the Automatic Creation of a Fuzzy Portuguese Wordnet -- Lexical Semantics Annotation for Enriched Portuguese Corpora -- Crawling by Readability Level -- Towards a Statistical-enriched Corpus Containing Portuguese Collocations in Use: Reviewing Possible Extraction Tools -- The Portuguese B2SG: A Semantic Test for Distributional Thesaurus -- Automatic Generation of Internet Memes from Portuguese News Titles -- FrameNet-Based Automatic Suggestion of Translation Equivalents -- Building a Question-Answering Corpus Using Social Media and News Articles -- Evaluating Phonetic Spellers for User-generated Content in Brazilian Portuguese -- An Automatic Phonetic Aligner for Brazilian Portuguese with a Praat Interface -- Design and Analysis of a Database to Evaluate Children's Reading Aloud Performance.