Alexander F. Gelbukh

Orcid: 0000-0001-7845-9039

Affiliations:
  • Instituto Politécnico Nacional, Computing Research Center (CIC-IPN), Mexico City, Mexico


According to our database1, Alexander F. Gelbukh authored at least 462 papers between 1999 and 2024.

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Bibliography

2024
Enhancement of Named Entity Recognition in Low-Resource Languages with Data Augmentation and BERT Models: A Case Study on Urdu.
Comput., October, 2024

Overview of HOPE at IberLEF 2024: Approaching Hope Speech Detection in Social Media from Two Perspectives, for Equality, Diversity and Inclusion and as Expectations.
Proces. del Leng. Natural, 2024

Composer classification using melodic combinatorial n-grams.
Expert Syst. Appl., 2024

Resurrection: The Khazar Language Reconstruction Using Computer Science Technologies.
Computación y Sistemas (CyS), 2024

Multi-Instrument Based N-Grams for Composer Classification Task.
Computación y Sistemas (CyS), 2024

Analysis of Relationships Between Co-Symmetric Dissimilarity Measures of Probability Distributions with Involutive Negations.
Computación y Sistemas (CyS), 2024

From Words to Paragraphs: Modeling Sentiment Dynamics in Notes from Underground with GPT-4 by Differential Equations Via Quantile Regression Analysis.
Computación y Sistemas (CyS), 2024

Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning.
Computación y Sistemas (CyS), 2024

Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI.
CoRR, 2024

FC-KAN: Function Combinations in Kolmogorov-Arnold Networks.
CoRR, 2024

A multitask learning framework for leveraging subjectivity of annotators to identify misogyny.
CoRR, 2024

ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents.
CoRR, 2024

EthioMT: Parallel Corpus for Low-resource Ethiopian Languages.
CoRR, 2024

Evaluating Embeddings for One-Shot Classification of Doctor-AI Consultations.
CoRR, 2024

GuReT: Distinguishing Guilt and Regret related Text.
CoRR, 2024

Leveraging the power of transformers for guilt detection in text.
CoRR, 2024

Doctor or AI? Efficient Neural Network for Response Classification in Health Consultations.
IEEE Access, 2024

HOPE: A Multilingual Approach to Identifying Positive Communication in Social Media.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

HOPE2024@IberLEF: A Cross-Linguistic Exploration of Hope Speech Detection in Social Media.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

Multiclass Hope Speech Detection Through Transformer Methods.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

NLP Progress in Indigenous Latin American Languages.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Identification of Fake Users in Mobile Communication Using Sentiment Analysis Techniques.
Proceedings of the Advances in Soft Computing, 2024

Optimal Scheduling for the Performance Optimization of SpMV Computation using Machine Learning Techniques.
Proceedings of the 7th International Conference on Information and Computer Technologies, 2024

2023
Sarcasm detection framework using context, emotion and sentiment features.
Expert Syst. Appl., December, 2023

PolyHope: Two-level hope speech detection from tweets.
Expert Syst. Appl., September, 2023

ReDDIT: Regret detection and domain identification from text.
Expert Syst. Appl., September, 2023

Measuring semantic gap between user-generated content and product descriptions through compression comparison in e-commerce.
Inf. Sci., August, 2023

Editorial: Text complexity and simplification.
Frontiers Artif. Intell., February, 2023

WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs.
Inf. Fusion, 2023

Multi-label emotion classification in texts using transfer learning.
Expert Syst. Appl., 2023

Clinical Text Mining in Spanish Enhanced by Negation Detection and Named Entity Recognition.
Computación y Sistemas (CyS), 2023

A Comprehensive Review on Automatic Text Summarization.
Computación y Sistemas (CyS), 2023

MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations.
CoRR, 2023

Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models.
CoRR, 2023

Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec.
CoRR, 2023

Transformer-based approaches to Sentiment Detection.
CoRR, 2023

Guilt Detection in Text: A Step Towards Understanding Complex Emotions.
CoRR, 2023

Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Multilingual Hope Speech Detection using Machine Learning.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Stock Market Performance Analytics Using XGBoost.
Proceedings of the Advances in Computational Intelligence, 2023

Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico.
Proceedings of the Advances in Soft Computing, 2023

Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media.
Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2023

MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching.
Proceedings of the Future Technologies Conference, 2023

Hate and Offensive Content Identification in Indo-Aryan Languages using Transformer-based Models.
Proceedings of the Working Notes of FIRE 2023, 2023

Multilingual Sexism Identification Using Contrastive Learning.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis.
Soc. Netw. Anal. Min., 2022

Detección del alcance de las negaciones en español usando Conditional Random Fields.
Res. Comput. Sci., 2022

Multi-label emotion classification of Urdu tweets.
PeerJ Comput. Sci., 2022

Reaching for upper bound ROUGE score of extractive summarization methods.
PeerJ Comput. Sci., 2022

Improving aspect-level sentiment analysis with aspect extraction.
Neural Comput. Appl., 2022

Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling.
J. Intell. Fuzzy Syst., 2022

Fake News detection using n-grams for [email protected] competition.
J. Intell. Fuzzy Syst., 2022

YouTube based religious hate speech and extremism detection dataset with machine learning baselines.
J. Intell. Fuzzy Syst., 2022

ProficiencyRank: Automatically ranking expertise in online collaborative social networks.
Inf. Sci., 2022

On Causality Problem in Natural Language Processing Field.
Computación y Sistemas, 2022

Comprehensive Survey: Approaches to Emerging Technologies Detection within Scientific Publications.
Computación y Sistemas, 2022

Automatic Hate Speech Detection Using CNN Model and Word Embedding.
Computación y Sistemas, 2022

Topic-Aware Sentiment Analysis of News Articles.
Computación y Sistemas, 2022

Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts.
CoRR, 2022

Sarcasm Detection Framework Using Emotion and Sentiment Features.
CoRR, 2022

PolyHope: Dataset Creation for a Two-Level Hope Speech Detection Task from Tweets.
CoRR, 2022

Mapping Process for the Task: Wikidata Statements to Text as Wikipedia Sentences.
CoRR, 2022

UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu.
CoRR, 2022

Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning.
CoRR, 2022

Semantics between customers and providers: The relation between product descriptions, reviews, and customer satisfaction in E-commerce.
CoRR, 2022

What goes on inside rumour and non-rumour tweets and their reactions: A psycholinguistic analyses.
Comput. Hum. Behav., 2022

Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication.
IEEE Access, 2022

Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Using Transformers on Noisy vs. Clean Data for Paraphrase Identification in Mexican Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

ParTNER: Paragraph Tuning for Named Entity Recognition on Clinical Cases in Spanish using mBERT + Rules.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

GAN-BERT, an Adversarial Learning Architecture for Paraphrase Identification.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Transfer Learning from Multilingual DeBERTa for Sexism Identification.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

GAN-BERT: Adversarial Learning for Detection of Aggressive and Violent Incidents from Social Media.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Multi-Task Learning for Detection of Aggressive and Violent Incidents from Social Media.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

THANGCIC at PoliticEs 2022: Term-based BERT for Extracting Political Ideology from Spanish Author Profiling.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Paraphrase Identification: Lightweight Effective Methods Based Features from Pre-trained Models.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Mexican Spanish Paraphrase Identification using Data Augmentation.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

TUG-CIC at SemEval-2021 Task 6: Two-stage Fine-tuning for Intended Sarcasm Detection.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Evaluating the Impact of OCR Quality on Short Texts Classification Task.
Proceedings of the Advances in Computational Intelligence, 2022

Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages.
Proceedings of the Advances in Computational Intelligence, 2022

CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments.
Proceedings of the Second Workshop on Language Technology for Equality, 2022

The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation.
Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2022

Overview of EmoThreat: Emotions and Threat Detection in Urdu at FIRE 2022.
Proceedings of the Working Notes of FIRE 2022, 2022

EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu.
Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation, 2022

CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

mBERT and Simple Post-Processing: A Baseline for Disease Mention Detection in Spanish.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

CIC@PAN: Simplifying Irony Profiling using Twitter Data.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

CIC at CheckThat!-2022: Multi-class and Cross-lingual Fake News Detection.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Acronym Identification using Transformers and Flair Framework.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021
Abusive language detection in youtube comments leveraging replies as conversational context.
PeerJ Comput. Sci., 2021

Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification.
Neurocomputing, 2021

Question-Answering and Recommendation System on Cooking Recipes.
Computación y Sistemas, 2021

Knowledge-based Direct Anaphora Resolution for Definitive Pronouns.
Computación y Sistemas, 2021

Transformer-Based Extractive Social Media Question Answering on TweetQA.
Computación y Sistemas, 2021

Recognizing Emotion Cause in Conversations.
Cogn. Comput., 2021

Sensors and wearable-based intelligent systems (VSI-swis).
Comput. Electr. Eng., 2021

Urdu Sentiment Analysis With Deep Learning Methods.
IEEE Access, 2021

Threatening Language Detection and Target Identification in Urdu Tweets.
IEEE Access, 2021

Greedy Optimization Method for Extractive Summarization of Scientific Articles.
IEEE Access, 2021

Sexism Identification using BERT and Data Augmentation - EXIST2021.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Evaluation of Intermediate Pre-training for the Detection of Offensive Language.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

The Combination of BERT and Data Oversampling for Answer Type Prediction.
Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

The Combination of BERT and Data Oversampling for Relation Set Prediction.
Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Virality Prediction for News Tweets Using RoBERTa.
Proceedings of the Advances in Soft Computing, 2021

Determining the Relationship Between the Letters in the Voynich Manuscript Splitting the Text into Parts.
Proceedings of the Advances in Soft Computing, 2021

Plagiarism Detection in Students' Answers Using FP-Growth Algorithm.
Proceedings of the Advances in Soft Computing, 2021

COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic.
Proceedings of the Advances in Computational Intelligence, 2021

Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021.
Proceedings of the Working Notes of FIRE 2021, 2021

[email protected] FIRE2021: Shared Track on Abusive Threat Identification in Urdu.
Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021.
Proceedings of the Working Notes of FIRE 2021, 2021

[email protected]: Shared Track on Fake News Identification in Urdu.
Proceedings of the FIRE 2021: Forum for Information Retrieval Evaluation, Virtual Event, India, December 13, 2021

CIC at CheckThat! 2021: Fake News detection Using Machine Learning And Data Augmentation.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
Automatic prediction of citability of scientific articles by stylometry of their titles and abstracts.
Scientometrics, 2020

Artificial bee colony algorithm in data flow testing for optimal test suite generation.
Int. J. Syst. Assur. Eng. Manag., 2020

Análisis e implicaciones de la detección del humor en textos.
Res. Comput. Sci., 2020

Detección de humor en tweets en español utilizando clasificadores de Scikit-learn.
Res. Comput. Sci., 2020

Generalidades para funciones de correlación entre distribuciones de probabilidad.
Res. Comput. Sci., 2020

Detección de noticias falsas en sitios web y redes sociales: Una investigación del estado del arte.
Res. Comput. Sci., 2020

An Open-Source Lemmatizer for Russian Language based on Tree Regression Models.
Res. Comput. Sci., 2020

A study of lexical function detection with word2vec and supervised machine learning.
J. Intell. Fuzzy Syst., 2020

"Bend the truth": Benchmark dataset for fake news detection in Urdu language and its evaluation.
J. Intell. Fuzzy Syst., 2020

Analysis on application of swarm-based techniques in processing remote sensed data.
Earth Sci. Informatics, 2020

Automatic Detection of Semantic Classes of Verb-Noun Collocations.
Computación y Sistemas, 2020

Question Classification and Answer Extraction for Developing a Cooking QA System.
Computación y Sistemas, 2020

Multimodal Learning Based Spatial Relation Identification.
Computación y Sistemas, 2020

Methods and Trends of Machine Reading Comprehension in the Arabic Language.
Computación y Sistemas, 2020

Highly Language-Independent Word Lemmatization Using a Machine-Learning Classifier.
Computación y Sistemas, 2020

Recognizing Emotion Cause in Conversations.
CoRR, 2020

NLP-CIC @ PRELEARN: Mastering prerequisites relations, from handcrafted features to embeddings.
CoRR, 2020

NLP-CIC @ DIACR-Ita: POS and Neighbor Based Distributional Models for Lexical Semantic Change in Diachronic Italian Corpora.
CoRR, 2020

Improving Aspect-Level Sentiment Analysis with Aspect Extraction.
CoRR, 2020

Recent trends in deep learning based personality detection.
Artif. Intell. Rev., 2020

Individual vs. Group Violent Threats Classification in Online Discussions.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

NLP-CIC at SemEval-2020 Task 9: Analysing Sentiment in Code-switching Language Using a Simple Deep-learning Classifier.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic.
Proceedings of the Advances in Computational Intelligence, 2020

Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier.
Proceedings of the Advances in Computational Intelligence, 2020

Sentiment Detection in Economics Texts.
Proceedings of the Advances in Computational Intelligence, 2020

Information Retrieval-Based Question Answering System on Foods and Recipes.
Proceedings of the Advances in Computational Intelligence, 2020

Question Classification in a Question Answering System on Cooking.
Proceedings of the Advances in Computational Intelligence, 2020

Automatic Story Generation: State of the Art and Recent Trends.
Proceedings of the Advances in Computational Intelligence, 2020

Analysis of COVID-19 Pandemic Using Artificial Intelligence.
Proceedings of the Advances in Computational Intelligence, 2020

NLP-CIC at HASOC 2020: Multilingual Offensive Language Detection using All-in-one Model.
Proceedings of the Working Notes of FIRE 2020, 2020

Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020.
Proceedings of the Working Notes of FIRE 2020, 2020

UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu.
Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

MIME: MIMicking Emotions for Empathetic Response Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

COSMIC: COmmonSense knowledge for eMotion Identification in Conversations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
Dictionary and Corpus-Based Study of Lexical Functions in Spanish.
POLIBITS, 2019

Editorial.
POLIBITS, 2019

Binary vector transformation of math formula for mathematical information retrieval.
J. Intell. Fuzzy Syst., 2019

A convolutional neural network approach for gender and language variety identification.
J. Intell. Fuzzy Syst., 2019

Generating image captions through multimodal embedding.
J. Intell. Fuzzy Syst., 2019

Short-answer grading using textual entailment.
J. Intell. Fuzzy Syst., 2019

Medical events extraction to analyze clinical records with conditional random fields.
J. Intell. Fuzzy Syst., 2019

Sentiment and Sarcasm Classification With Multitask Learning.
IEEE Intell. Syst., 2019

Extracting Context of Math Formulae Contained inside Scientific Documents.
Computación y Sistemas, 2019

Computational Linguistics: Introduction to the Thematic Issue.
Computación y Sistemas, 2019

Variational Fusion for Multimodal Sentiment Analysis.
CoRR, 2019

word2set: WordNet-Based Word Representation Rivaling Neural Word Embedding for Lexical Similarity and Sentiment Analysis.
IEEE Comput. Intell. Mag., 2019

Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

CIC at SemEval-2019 Task 5: Simple Yet Very Efficient Approach to Hate Speech Detection, Aggressive Behavior Detection, and Target Classification in Twitter.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Lexical Function Identification Using Word Embeddings and Deep Learning.
Proceedings of the Advances in Soft Computing, 2019

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Bots and Gender Profiling on Twitter.
Proceedings of the Working Notes of CLEF 2019, 2019

Authorship Attribution through Punctuation n-grams and Averaged Combination of SVM.
Proceedings of the Working Notes of CLEF 2019, 2019

Comparison of Text Classification Methods Using Deep Learning Neural Networks.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

PerSent 2.0: Persian Sentiment Lexicon Enriched with Domain-Specific Words.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

DialogueRNN: An Attentive RNN for Emotion Detection in Conversations.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Automatic Syntactic Analysis Based on Selectional Preferences
Studies in Computational Intelligence 765, Springer, ISBN: 978-3-319-74053-9, 2018

Multimodal sentiment analysis using hierarchical fusion with context modeling.
Knowl. Based Syst., 2018

BM25-CTF: Improving TF and IDF factors in BM25 by using collection term frequencies.
J. Intell. Fuzzy Syst., 2018

Analysis of relationships between tweets and stock market trends.
J. Intell. Fuzzy Syst., 2018

On redundancy in multi-document summarization.
J. Intell. Fuzzy Syst., 2018

A simple hybrid approach to recognizing textual entailment.
J. Intell. Fuzzy Syst., 2018

Extracting medical events from clinical records using conditional random fields and parameter tuning for hidden Markov models.
J. Intell. Fuzzy Syst., 2018

Plagiarism Detection with Genetic-Based Parameter Tuning.
Int. J. Pattern Recognit. Artif. Intell., 2018

Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines.
IEEE Intell. Syst., 2018

Dialectones: Finding Statistically Significant Dialectal Boundaries Using Twitter Data.
Computación y Sistemas, 2018

A Formula Embedding Approach to Math Information Retrieval.
Computación y Sistemas, 2018

Improving the Boilerpipe Algorithm for Boilerplate Removal in News Articles Using HTML Tree Structure.
Computación y Sistemas, 2018

Introduction to the Thematic Section on Computational Linguistics.
Computación y Sistemas, 2018

Introduction to the Thematic Issue on Natural Language Processing.
Computación y Sistemas, 2018

Inferences for Enrichment of Collocation Databases by means of Semantic Relations.
Computación y Sistemas, 2018

Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets.
Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018

Exploring the Context of Lexical Functions.
Proceedings of the Advances in Computational Intelligence, 2018

Automatic Detection of Regional Words for Pan-Hispanic Spanish on Twitter.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling.
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying, 2018

An Abstractive Text Summarization Using Recurrent Neural Network.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

Addressing the Issue of Unavailability of Parallel Corpus Incorporating Monolingual Corpus on PBSMT System for English-Manipuri Translation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

Complex Word Identification: Convolutional Neural Network vs. Feature Engineering.
Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

2017
Cross-domain deception detection using support vector networks.
Soft Comput., 2017

Deep Learning-Based Document Modeling for Personality Detection from Text.
IEEE Intell. Syst., 2017

Sentiment Analysis Is a Big Suitcase.
IEEE Intell. Syst., 2017

MathIRs: Retrieval System for Scientific Documents.
Computación y Sistemas, 2017

Introduction to Thematic Issue on Advances in Human Language Technologies.
Computación y Sistemas, 2017

LinearTag Models: Recommendations Using Linear User Profiles Based on Tags.
Computación y Sistemas, 2017

Correlation Measures for Bipolar Rating Profiles.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Dynamic Local Trend Associations in Analysis of Comovements of Financial Time Series.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Binary and Multi-class Classification of Lexical Functions in Spanish Verb-Noun Collocations.
Proceedings of the Advances in Computational Intelligence, 2017

NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017.
Proceedings of the Working notes of FIRE 2017, 2017

A Tweets Classifier based on Cosine Similarity.
Proceedings of the Working Notes of CLEF 2017, 2017

Adaptation of Sentiment Analysis Techniques to Persian Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Designing an Ontology for Physical Exercise Actions.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Automatic Authorship Detection Using Textual Patterns Extracted from Integrated Syntactic Graphs.
Sensors, 2016

Similitud de series de tiempo basada en longitud de patrones de la transformada por aproximación móvil.
Res. Comput. Sci., 2016

A Comparative Analysis of Learning Techniques for Cancer Risk Prediction based on Medical Textual Records.
Res. Comput. Sci., 2016

Aspect extraction for opinion mining with a deep convolutional neural network.
Knowl. Based Syst., 2016

Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance.
Inf. Sci., 2016

Measuring Semantic Textual Similarity of Sentences Using Modified Information Content and Lexical Taxonomy.
Int. J. Comput. Linguistics Appl., 2016

Semantic Textual Similarity Methods, Tools, and Applications: A Survey.
Computación y Sistemas, 2016

Learning Physiotherapy through Virtual Action.
Computación y Sistemas, 2016

Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016

Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016

Assessing Context for Extraction of Near Synonyms from Product Reviews in Spanish.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

JUNITMZ at SemEval-2016 Task 1: Identifying Semantic Similarity Using Levenshtein Ratio.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Regression Based Approaches for Detecting and Measuring Textual Similarity.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2016

Author Profiling with Doc2vec Neural Network-Based Document Embeddings.
Proceedings of the Advances in Soft Computing, 2016

CookingQA: A Question Answering System Based on Cooking Ontology.
Proceedings of the Advances in Computational Intelligence, 2016

Characteristics of Most Frequent Spanish Verb-Noun Combinations.
Proceedings of the Advances in Computational Intelligence, 2016

Generating a Logical Structure for Virtualizing Physiotherapy Instructions Through NLP.
Proceedings of the Advances in Soft Computing, 2016

Intra-document and Inter-document Redundancy in Multi-document Summarization.
Proceedings of the Advances in Computational Intelligence, 2016

Identification of Rules for Recognition of Named Entity Classes in Mizo Language.
Proceedings of the Fifteenth Mexican International Conference on Artificial Intelligence, 2016

Representing action structure through Semantic Roles of physiotherapy instructions.
Proceedings of the 2016 International Conference on Asian Language Processing, 2016

NLP-NITMZ@DPIL-FIRE2016: Language Independent Paraphrases Detection.
Proceedings of the Working notes of FIRE 2016, 2016

Question Answering System for Frequently Asked Question.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Adapting Cross-Genre Author Profiling to Language and Corpus.
Proceedings of the Working Notes of CLEF 2016, 2016

Multiword Expressions (MWE) for Mizo Language: Literature Survey.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Adam Kilgarriff's Legacy to Computational Linguistics and Beyond.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

PerSent: A Freely Available Persian Sentiment Lexicon.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

2015
Soft Cardinality in Semantic Text Processing: Experience of the SemEval International Competitions.
Polibits, 2015

Editorial.
Int. J. Comput. Linguistics Appl., 2015

Wikipedia-based Learning Path Generation.
Computación y Sistemas, 2015

Recognizing Textual Entailment by Soft Dependency Tree Matching.
Computación y Sistemas, 2015

Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach.
Cogn. Comput., 2015

Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns.
IEEE Comput. Intell. Mag., 2015

A New Disagreement Measure for Characterization of Classification Problems.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Resource Building and Parts-of-Speech (POS) Tagging for the Mizo Language.
Proceedings of the Fourteenth Mexican International Conference on Artificial Intelligence, 2015

Measuring Non-compositionality of Verb-Noun Collocations Using Lexical Functions and WordNet Hypernyms.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Analysis of Negation Cues for Semantic Orientation Classification of Reviews in Spanish.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

Is the Most Frequent Sense of a Word Better Connected in a Semantic Network?
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Dynamically Adjustable Approach through Obfuscation Type Recognition.
Proceedings of the Working Notes of CLEF 2015, 2015

Adaptive Algorithm for Plagiarism Detection: The Best-Performing Approach at PAN 2014 Text Alignment Competition.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

Mining Parallel Resources for Machine Translation from Comparable Corpora.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Enriquecimiento parcial de la consulta para la recuperación de información de alta calidad y flexibilidad.
Res. Comput. Sci., 2014

EmoSenticSpace: A novel framework for affective common-sense reasoning.
Knowl. Based Syst., 2014

Conceptual Graphs as Framework for Summarizing Short Texts.
Int. J. Concept. Struct. Smart Appl., 2014

Implicit Aspect Indicator Extraction for Aspect based Opinion Mining.
Int. J. Comput. Linguistics Appl., 2014

Syntactic N-grams as machine learning features for natural language processing.
Expert Syst. Appl., 2014

Soft Similarity and Soft Cosine Measure: Similarity of Features in Vector Space Model.
Computación y Sistemas, 2014

Aprendizaje no supervisado para la desambiguación sintáctica.
Computación y Sistemas, 2014

On-line and Off-line Chinese-Portuguese Translation Service for Mobile Applications.
Computación y Sistemas, 2014

Wikification of learning objects with metadata as an alternative context for disambiguation.
Computación y Sistemas, 2014

UNAL-NLP: Combining Soft Cardinality Features for Semantic Textual Similarity, Relatedness and Entailment.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis.
Proceedings of the the 4th Workshop on Making Sense of Microposts co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014

An Open-Domain Cause-Effect Relation Detection from Paired Nominals.
Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Extraction of Semantic Relations from Opinion Reviews in Spanish.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Finding the Most Frequent Sense of a Word by the Length of Its Definition.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Dependency Tree-Based Rules for Concept-Level Aspect-Based Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenge, 2014

A Winning Approach to Text Alignment for Text Reuse Detection at PAN 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Graph Based Approach for the Question Answering Task Based on Entrance Exams.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Statistical Relational Learning to Recognise Textual Entailment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Dependency-Based Semantic Parsing for Concept-Level Text Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Graph Ranking on Maximal Frequent Sequences for Single Extractive Text Summarization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

An IR-Based Strategy for Supporting Chinese-Portuguese Translation Services in Off-line Mode.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Open Information Extraction for Spanish Language based on Syntactic Constraints.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Rule-Based Approach to Aspect Extraction from Product Reviews.
Proceedings of the Second Workshop on Natural Language Processing for Social Media, 2014

2013
Semantic Analysis of Verbal Collocations with Lexical Functions
Studies in Computational Intelligence 414, Springer, ISBN: 978-3-642-28770-1, 2013

Entailment-based Fully Automatic Technique for Evaluation of Summaries.
Res. Comput. Sci., 2013

Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining.
IEEE Intell. Syst., 2013

SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

SOFTCARDINALITY: Hierarchical Text Overlap for Student Response Analysis.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

SOFTCARDINALITY: Learning to Identify Directional Cross-Lingual Entailment from Cardinalities and SMT.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

UNAL: Discriminating between Literal and Figurative Phrasal Usage Using Distributional Statistics and POS tags.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Towards User Profile-based Interfaces for Exploration of Large Collections of Items.
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

Binary-class and Multi-class based Textual Entailment System.
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Using Factual Density to Measure Informativeness of Web Documents.
Proceedings of the 19th Nordic Conference of Computational Linguistics, 2013

Erratum: Common Sense Knowledge Based Personality Recognition from Text.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Common Sense Knowledge Based Personality Recognition from Text.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Simple Window Selection Strategies for the Simplified Lesk Algorithm for Word Sense Disambiguation.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Music Genre Classification: A Semi-supervised Approach.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

Summarizing Conceptual Graphs for Automatic Summarization Task.
Proceedings of the Conceptual Structures for STEM Research and Education, 2013

Natutal language processing: Perspective of CIC-IPN.
Proceedings of the International Conference on Advances in Computing, 2013

Multiple Choice Question (MCQ) Answering for Machine Reading Evaluation.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Multiple Choice Question (MCQ) Answering System for Entrance Examination.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Link Analysis for Representing and Retrieving Legal Information.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Ontology-based Semantic Relatedness Measures: Applications and Calculation.
Res. Comput. Sci., 2012

Corpus morfológicamente representativo: preparación de datos y compilación para el español.
Res. Comput. Sci., 2012

Redes de palabras alineadas como recurso en la extracción de equivalencias léxicas de traducción y su aplicación en la alineación.
Polibits, 2012

Evaluación de algoritmos de aprendizaje supervisado para reconocimiento de las clases semánticas de colocaciones verbo-sustantivo en español.
Computación y Sistemas, 2012

JU_CSE_NLP: Language Independent Cross-lingual Textual Entailment System.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

JU_CSE_NLP: Multi-grade Classification of Semantic Similarity between Text Pairs.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Soft Cardinality + ML: Learning Adaptive Similarity Functions for Cross-lingual Textual Entailment.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Soft Cardinality: A Parameterized Similarity Function for Text Comparison.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Syntactic Dependency-Based N-grams as Classification Features.
Proceedings of the Advances in Computational Intelligence, 2012

Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets.
Proceedings of the Advances in Artificial Intelligence, 2012

Recognizing Textual Entailment with a Semantic Edit Distance Metric.
Proceedings of the 11th Mexican International Conference on Artificial Intelligence, 2012

Fuzzy Clustering for Semi-supervised Learning - Case Study: Construction of an Emotion Lexicon.
Proceedings of the Advances in Artificial Intelligence, 2012

SMSFR: SMS-Based FAQ Retrieval System.
Proceedings of the Advances in Computational Intelligence, 2012

Recognizing Textual Entailment in Non-english Text via Automatic Translation into English.
Proceedings of the Advances in Computational Intelligence, 2012

Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

An Automatic System for Modality and Negation Detection.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Question Answering System for QA4MRE@CLEF 2012.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Age-Related Temporal Phrases in Spanish and Italian.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

2011
Automatic Music Composition with Simple Probabilistic Generative Grammars.
Polibits, 2011

Semantic Textual Entailment Recognition using UNL.
Polibits, 2011

A Textual Entailment System using Anaphora Resolution.
Proceedings of the Fourth Text Analysis Conference, 2011

A Textual Entailment System using Web based Machine Translation System.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

SC Spectra: A Linear-Time Soft Cardinality Approximation for Text Comparison.
Proceedings of the Advances in Soft Computing, 2011

A Statistics-Based Semantic Textual Entailment System.
Proceedings of the Advances in Artificial Intelligence, 2011

EM Clustering Algorithm for Automatic Text Summarization.
Proceedings of the Advances in Artificial Intelligence, 2011

Age-Related Temporal Phrases in Spanish and French.
Proceedings of the Advances in Artificial Intelligence, 2011

A Hybrid Question Answering System based on Information Retrieval and Answer Validation.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Answer Validation Using Textual Entailment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Dependency Syntax Analysis Using Grammar Induction and a Lexical Categories Precedence System.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
Unsupervised WSD by Finding the Predominant Sense Using Context as a Dynamic Thesaurus.
J. Comput. Sci. Technol., 2010

Assigning Library of Congress Classification Codes to Books Based Only on their Titles.
Informatica (Slovenia), 2010

Extracting Human Spanish Nouns.
Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

JU_CSE_TAC: Textual Entailment Recognition System at TAC RTE-6.
Proceedings of the Third Text Analysis Conference, 2010

Text Comparison Using Soft Cardinality.
Proceedings of the String Processing and Information Retrieval, 2010

Automatic Term Extraction Using Log-Likelihood Based Comparison with General Reference Corpus.
Proceedings of the Natural Language Processing and Information Systems, 2010

Music Composition Based on Linguistic Approach.
Proceedings of the Advances in Artificial Intelligence, 2010

Information Retrieval with a Simplified Conceptual Graph-Like Representation.
Proceedings of the Advances in Artificial Intelligence, 2010

Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish.
Proceedings of the Advances in Soft Computing, 2010

Recognizing Textual Entailment Using a Machine Learning Approach.
Proceedings of the Advances in Soft Computing, 2010

Supervised Learning for Semantic Classification of Spanish Collocations.
Proceedings of the Advances in Pattern Recognition, 2010

Recognizing Textual Entailment with Statistical Methods.
Proceedings of the Advances in Pattern Recognition, 2010

JU_CSE_TE: System Description QA@CLEF 2010 - ResPubliQA.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

A Syntactic Textual Entailment System Based on Dependency Parser.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

A hybrid textual entailment system using lexical and syntactic features.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009
Lexical based two-way RTE System at RTE-5.
Proceedings of the Second Text Analysis Conference, 2009

Hybrid Algorithm for Word-Level Alignment of Parallel Texts.
Proceedings of the Natural Language Processing and Information Systems, 2009

Supervised Recognition of Age-Related Spanish Temporal Phrases.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Elitistic Evolution: An Efficient Heuristic for Global Optimization.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Adaptive evolution: an efficient heuristic for global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Customization of Natural Language Interfaces to Databases: Beyond Domain Portability.
Proceedings of the 2009 Mexican International Conference on Computer Science, 2009

NLP for Shallow Question Answering of Legal Documents Using Graphs.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Generalized Mongue-Elkan Method for Approximate Text String Comparison.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Incorporating Linguistic Information to Statistical Word-Level Alignment.
Proceedings of the Progress in Pattern Recognition, 2009

Assessing Context for Age-Related Spanish Temporal Phrases.
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

2008
An Innovative Two-Stage WSD Unsupervised Method.
Proces. del Leng. Natural, 2008

Improving Unsupervised WSD with a Dynamic Thesaurus.
Proceedings of the Text, Speech and Dialogue, 11th International Conference, 2008

Division of Spanish Words into Morphemes with a Genetic Algorithm.
Proceedings of the Natural Language and Information Systems, 2008

Using Graphs for Shallow Question Answering on Legal Documents.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Text Summarization by Sentence Extraction Using Unsupervised Learning.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

UN-LENCEP: A Controlled Language for Pre-conceptual Schema Specification.
Proceedings of the VII Jornadas Iberoamericanas de Ingeniería de Software e Ingeniería del Conocimiento 2008, Guayaquil, Ecuador, January 30, 2008

Terms Derived from Frequent Sequences for Extractive Text Summarization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2008

Various Criteria of Collocation Cohesion in Internet: Comparison of Resolving Power.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2008

2007
Una Novedosa Herramienta CASE basada en Esquemas Preconceptuales para la Obtención Automática de Diagramas UML.
Rev. Avances en Sistemas Informática, 2007

Lexical-Based Alignment for Reconstruction of Structure in Parallel Texts.
Proceedings of the Natural Language Processing and Information Systems, 2007

Two Methods of Evaluation of Semantic Similarity of Nouns Based on Their Modifier Sets.
Proceedings of the Natural Language Processing and Information Systems, 2007

A Rule-Based System for Assessing Consistency Between UML Models.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Web-Based Model for Disambiguation of Prepositional Phrase Usage.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Prepositions and Conjunctions in a Natural Language Interfaces to Databases.
Proceedings of the Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, 2007

Improving the Customization of Natural Language Interface to Databases Using an Ontology.
Proceedings of the Computational Science and Its Applications, 2007

Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Distribution-Based Semantic Similarity of Nouns.
Proceedings of the Progress in Pattern Recognition, 2007

2006
PPChecker: Plagiarism Pattern Checker in Document Copy Detection.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Paragraph-Level Alignment of an English-Spanish Parallel Corpus of Fiction Texts Using Bilingual Dictionaries.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Studying Evolution of a Branch of Knowledge by Constructing and Analyzing Its Ontology.
Proceedings of the Natural Language Processing and Information Systems, 2006

DILUCT: An Open-Source Spanish Dependency Parser Based on Rules, Heuristics, and Selectional Preferences.
Proceedings of the Natural Language Processing and Information Systems, 2006

Defining Classifier Regions for WSD Ensembles Using Word Space Features.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Pre-conceptual Schema: A Conceptual-Graph-Like Knowledge Representation for Requirements Elicitation.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Evolutionary Method for Nonlinear Systems of Equations.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

A Bilingual Corpus of Novels Aligned at Paragraph Level.
Proceedings of the Advances in Natural Language Processing, 2006

Alignment of Paragraphs in Bilingual Texts Using Bilingual Dictionaries and Dynamic Programming.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Transforming a Constituency Treebank into a Dependency Treebank.
Proces. del Leng. Natural, 2005

Some linguistic methods of improving the quality of document retrieval on the internet.
Int. J. Electron. Bus., 2005

Document Indexing with a Concept Hierarchy.
Computación y Sistemas, 2005

Detection and Correction of Malapropisms in Spanish by Means of Internet Search.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

On Some Optimization Heuristics for Lesk-Like WSD Algorithms.
Proceedings of the Natural Language Processing and Information Systems, 2005

An Approach to Clustering Abstracts.
Proceedings of the Natural Language Processing and Information Systems, 2005

A Domain Independent Natural Language Interface to Databases Capable of Processing Complex Queries.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Hybrid Particle Swarm - Evolutionary Algorithm for Search and Optimization.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Towards the Automatic Learning of Idiomatic Prepositional Phrases.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Evolutionary Multiobjective Optimization Approach for Evolving Ensemble of Intelligent Paradigms for Stock Market Modeling.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Combining Sources of Evidence for Recognition of Relevant Passages in Texts.
Proceedings of the Advanced Distributed Systems: 5th International School and Symposium, 2005

Natural Language Processing.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Experiment on Combining Sources of Evidence for Passage Retrieval.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Unsupervised Learning of P NP P Word Combinations.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Distributional Thesaurus Versus WordNet: A Comparison of Backoff Techniques for Unsupervised PP Attachment.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

2004
Knowledge-poor Approach to Constructing Word Frequency Lists, with Example from Romance Languages.
Proces. del Leng. Natural, 2004

Balancing Manual and Automatic Indexing for Retrieval of Paper Abstracts.
Proceedings of the Text, Speech and Dialogue, 7th International Conference, 2004

Clustering Abstracts Instead of Full Texts.
Proceedings of the Text, Speech and Dialogue, 7th International Conference, 2004

Identification of Composite Named Entities in a Spanish Textual Database.
Proceedings of the Natural Language Processing and Information Systems, 2004

Acquiring Selectional Preferences from Untagged Text for Prepositional Phrase Attachment Disambiguation.
Proceedings of the Natural Language Processing and Information Systems, 2004

Synonymous Paraphrasing Using WordNet and Internet.
Proceedings of the Natural Language Processing and Information Systems, 2004

Advanced Clustering Technique for Medical Data Using Semantic Information.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Automatic Enrichment of Very Large Dictionary of Word Combinations on the Basis of Dependency Formalism.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Recognition of Named Entities in Spanish Texts.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Automatic Syntactic Analysis for Detection of Word Combinations.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

Extracting Semantic Categories of Nouns for Syntactic Disambiguation from Human-Oriented Explanatory Dictionaries.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

Advanced Relevance Feedback Query Expansion Strategy for Information Retrieval in MEDLINE.
Proceedings of the Progress in Pattern Recognition, 2004

Detecting Inflection Patterns in Natural Language by Minimization of Morphological Model.
Proceedings of the Progress in Pattern Recognition, 2004

Unsupervised Learning of Ontology-Linked Selectional Preferences.
Proceedings of the Progress in Pattern Recognition, 2004

On Correction of Semantic Errors in Natural Language Texts with a Dictionary of Literal Paronyms.
Proceedings of the Advances in Web Intelligence, 2004

Web-Based Sources for an Annotated Corpus Building and Composite Proper Name Identification.
Proceedings of the Advances in Web Intelligence, 2004

2003
Natural Language Interface Framework for Spatial Object Composition Systems.
Proces. del Leng. Natural, 2003

Exact and Approximate Prefix Search under Access Locality Requirements for Morphological Analysis and Spelling Correction.
Computación y Sistemas, 2003

Stable Coordinated Pairs in Text Processing.
Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003

Selection of Representative Documents for Clusters in a Document Collection.
Proceedings of the Natural Language Processing and Information Systems, 2003

On Detection of Malapropisms by Multistage Collocation Testing.
Proceedings of the Natural Language Processing and Information Systems, 2003

Resolving Ambiguities in Toponym Recognition in Cartographic Maps.
Proceedings of the Graphics Recognition, 2003

Automatic Evaluation of Quality of an Explanatory Dictionary by Comparison of Word Senses.
Proceedings of the Perspectives of Systems Informatics, 2003

Evaluation of TnT Tagger for Spanish.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

Tool for Computer-Aided Spanish Word Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

A Portable Natural Language Interface for Diverse Databases Using Ontologies.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

Approach to Construction of Automatic Morphological Analysis Systems for Inflective Languages with Little Effort.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

Improving Prepositional Phrase Attachment Disambiguation Using the Web as Corpus.
Proceedings of the Progress in Pattern Recognition, 2003

2002
Morphological Analysis of Inflective Languages through Generation.
Proces. del Leng. Natural, 2002

Selección automática del vocabulario definidor en un diccionario explicativo.
Proces. del Leng. Natural, 2002

Análisis Sintáctico para el Español Basado en el Formalismo de la Teoría Significado-Texto.
Proces. del Leng. Natural, 2002

Words Combinations as an Important Part of Modern Electronic Dictionaries.
Proces. del Leng. Natural, 2002

On Coherente Maintenance in Human-Machine Dialogue whit Contextual Ellipses.
Computación y Sistemas, 2002

Lazy Query Expansion.
Computación y Sistemas, 2002

Spanish Natural Language Interface for a Relational Database Querying System.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002

Relational Data Model in Document Hierarchical Indexing.
Proceedings of the Advances in Natural Language Processing, 2002

Heuristics-Based Replenishment of Collocation Databases.
Proceedings of the Advances in Natural Language Processing, 2002

On Semantic Classification of Modifiers.
Proceedings of the Natural Language Processing and Information Systems, 2002

Detecting Deviations in Text Collections: An Approach Using Conceptual Graphs.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Text Mining at Detail Level Using Conceptual Graphs.
Proceedings of the Conceptual Structures: Integration and Interfaces, 2002

Compilation of a Spanish Representative Corpus.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002

Automatic Selection of Defining Vocabulary in an Explanatory Dictionary.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002

Quantitative Comparison of Homonymy in Spanish EuroWordNet and Traditional Dictionaries.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2002

2001
Un método de agrupamiento de grafos conceptuales para minería de texto.
Proces. del Leng. Natural, 2001

Una aproximación para resolución de ambigüedad estructural empleando tres mecanismos diferentes.
Proces. del Leng. Natural, 2001

Mining the News: Trends, Associations, and Deviations.
Computación y Sistemas, 2001

Text Segmentation into Paragraphs Based on Local Text Cohesion.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Word Sense Disambiguation in a Spanish Explanatory Dictionary.
Proceedings of the Actes de la 8ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2001

Automatic detection of semantically primitive words using their reachability in an explanatory dictionary.
Proceedings of the IEEE International Conference on Systems, 2001

Text mining with conceptual graphs.
Proceedings of the IEEE International Conference on Systems, 2001

Combining dependency and constituent-based resources for structure disambiguation.
Proceedings of the IEEE International Conference on Systems, 2001

Acquiring syntactic information for a government pattern dictionary from large text corpora.
Proceedings of the IEEE International Conference on Systems, 2001

Yet another application of inference in computational linguistics.
Proceedings of the IEEE International Conference on Systems, 2001

Flexible Comparison of Conceptual GraphsWork done under partial support of CONACyT, CGEPI-IPN, and SNI, Mexico.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

A Statistical Approach to the Discovery of Ephemeral Associations among News Topics.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

Finding Correlative Associations among News Topics.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2001

Zipf and Heaps Laws' Coefficients Depend on Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2001

Three Mechanisms of Parser Driving for Structure Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2001

Chi-Square Classifier for Document Categorization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2001

2000
Dictionary-Based Method for Coherence Maintenance in Man-Machine Dialogue with Indirect Antecedents and Ellipses.
Proceedings of the Text, Speech and Dialogue - Third International Workshop, 2000

A Very Large Database of Collocations and Semantic Links.
Proceedings of the Natural Language Processing and Information Systems, 2000

Comparison of Conceptual Graphs.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

Coherence Maintenance in Human-Machine Dialogue: Indirect Antecedents and Ellipses.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Evaluation of Thematic Structure of Multidisciplinary Documents and Document Flows.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Information Retrieval with Conceptual Graph Matching.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

Lazy Query Enrichment: A Method for Indexing Large Specialized Document Bases with Morphology and Concept Hierarchy.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

1999
Document Title Patterns in Information Retrieval.
Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999

Use of a Weighted Topic Hierarchy for Document Classification.
Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999

A Simple Spanish Part of Speech Tagger for Detection and Correction of Accentuation Error.
Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999

Electronic Dictionaries: For both Humans and Computers.
Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999

A Method of Describing Document Contents through Topic Selection.
Proceedings of the Sixth International Symposium on String Processing and Information Retrieval and Fifth International Workshop on Groupware, 1999

Document Comparison with a Weighted Topic Hierarchy.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999


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