INGEOTEC at SemEval-2019 Task 5 and Task 6: A Genetic Programming Approach for Text Classification

2019-06-01 · SEMEVAL 2019 6 · Mario Graff, Mir, Sabino a-Jim{\'e}nez, Eric Tellez, Daniela Alej Ochoa, ra

This paper describes our participation in HatEval and OffensEval challenges for English and Spanish languages. We used several approaches, B4MSA, FastText, and EvoMSA. Best results were achieved with EvoMSA, which is a multilingual and domain-independent architecture that combines the prediction of different knowledge sources to solve text classification problems.

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Tasks

General Classification text-classification Text Classification

INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis

2017-08-01 · SEMEVAL 2017 8 · Mir, Sabino a-Jim{\'e}nez, Mario Graff, Eric Sadit Tellez 외

This paper describes the system used in SemEval-2017 Task 4 (Subtask A): Message Polarity Classification for both English and Arabic languages. Our proposed system is an ensemble of two layers, the first one uses our gen…

Classification Combinatorial Optimization General Classification Sentiment Analysis+1

INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis

2018-06-01 · SEMEVAL 2018 6 · Mario Graff, Mir, Sabino a-Jim{\'e}nez, Eric S. Tellez 외

This paper describes our participation in Affective Tweets task for emotional intensity and sentiment intensity subtasks for English, Spanish, and Arabic languages. We used two approaches, μTC and EvoMSA. The first one i…

Combinatorial Optimization regression Sentiment Analysis Text Categorization

INGEOTEC at SemEval-2020 Task 12: Multilingual Classification of Offensive Text

2020-12-01 · SEMEVAL 2020 · Sabino Miranda-Jim{\'e}nez, Eric S. Tellez, Mario Graff, Daniela Moctezuma

This paper describes our participation in OffensEval challenges for English, Arabic, Danish, Turkish, and Greek languages. We used several approaches, such as μTC, TextCategorization, and EvoMSA. Best results were achiev…

text-classification Text Classification

TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble

2016-06-01 · SEMEVAL 2016 6 · Martin Tutek, Ivan Sekuli{\'c}, Paula Gombar, Ivan Paljak 외

General Classification Stance Classification Stance Detection

Multitask Evolution with Cartesian Genetic Programming

2017-02-07 · Eric O. Scott, Kenneth A. De Jong

We introduce a genetic programming method for solving multiple Boolean circuit synthesis tasks simultaneously. This allows us to solve a set of elementary logic functions twice as easily as with a direct, single-task app…