Helena Gómez-Adorno

Latest

• PAPIIT TA100520: Authorship analysis on documents with deep learning techniques.
• CONACYT Project 298036: Feria de Talleres Mexicanas del Futuro: Trazando conciencias, pensando en TI Edición IIMAS UNAM.
• Lexical resource for data processing of social networks
• Spanish NewsCorpus: Multi-tagged corpus for authorship analysis in Spanish
• Siamese Network applied to Authorship Verification
• “Bend the truth”: Benchmark dataset for fake news detection in urdu language and its evaluation
• Descriptions of issues and comments for predicting issue success in software projects
• Enhancing Job Searches in Mexico City with Language Technologies
• Gender Identification in Social Media Using Transfer Learning
• A convolutional neural network approach for gender and language variety identification
• A Lexical Search Model based on word association norms
• Bots and gender profiling using character bigrams notebook for PAN at CLEF 2019
• Designing an Electronic Reverse Dictionary Based on Two Word Association Norms of English Language
• Detection of Aggressive Tweets in Mexican Spanish Using Multiple Features with Parameter Optimization.
• Detection of fake news in a new corpus for the Spanish language
• MineriaUNAM at SemEval-2019 Task 5: Detecting hate speech in Twitter using multiple features in a combinatorial framework
• Spanish Word Embeddings Learned on Word Association Norms
• Wan2vec: Embeddings learned on word association norms
• A Machine Learning Approach for Detecting Aggressive Tweets in Spanish.
• CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation.
• CIC-GIL Approach to Cross-domain Authorship Attribution
• Document embeddings learned on various types of n-grams for cross-topic authorship attribution
• Hierarchical clustering analysis: the best-performing approach at PAN 2017 author clustering task
• Improving the boilerpipe algorithm for boilerplate removal in news articles using html tree structure
• Plagiarism detection with genetic-based parameter tuning
• Stylometry-based approach for detecting writing style changes in literary texts
• Algorithm for extraction of subtrees of a sentence dependency parse tree
• Application of the distributed document representation in the authorship attribution task for small corpora
• Author Clustering using Hierarchical Clustering Analysis.
• Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same spanish news corpus
• Language-and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling.
• The winning approach to cross-genre gender identification in russian at rusprofiling 2017
• Adapting Cross-Genre Author Profiling to Language and Corpus.
• Author profiling with doc2vec neural network-based document embeddings
• Automatic authorship detection using textual patterns extracted from integrated syntactic graphs
• Compilación de un lexicón de redes sociales para la identificación de perfiles de autor.
• Improving feature representation based on a neural network for author profiling in social media texts
• A graph based authorship identification approach
• Computing text similarity using tree edit distance
• Syntactic n-grams as features for the author profiling task
• A graph-based multi-level linguistic representation for document understanding
• Automatic Linguistic Pattern Identification Based on Graph Text Representation
• Content and style features for automatic detection of users’ intentions in tweets
• Graph Based Approach for the Question Answering Task Based on Entrance Exams.
• Soft similarity and soft cosine measure: Similarity of features in vector space model
• A question answering system for reading comprehension tests
• Semantic Answer Validation in Question Answering Systems for Reading Comprehension Tests.
• Two Approaches for QA4MRE: Information Retrieval and Graph-based Knowledge Representation.
• Forecast of air quality based on ozone by decision trees and neural networks