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 a Study on Portuguese Tweets.- 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 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 A Verb Lexicon.- 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 Reviewing Possible Extraction Tools.- The Portuguese 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.