no code implementations • COLING 2020 • Suilan Estevez-Velarde, Yoan Guti{\'e}rrez, Andres Montoyo, Yudivi{\'a}n Almeida Cruz
The system is freely available and includes in-built compatibility with a large number of popular machine learning frameworks, which makes our approach useful for solving practical problems with relative ease and effort.
no code implementations • COLING 2020 • Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Guti{\'e}rrez, Andres Montoyo, Rafael Mu{\~n}oz-Guillena, Yudivi{\'a}n Almeida Cruz
This paper introduces a web demo that showcases the main characteristics of the AutoGOAL framework.
no code implementations • RANLP 2019 • Alej Piad-Morffis, ro, Rafael Mu{\~n}oz, Yoan Guti{\'e}rrez, Yudivian Almeida-Cruz, Suilan Estevez-Velarde, Andr{\'e}s Montoyo
SNNs can be trained to encode explicit semantic knowledge from an arbitrary knowledge base, and can subsequently be combined with other deep learning architectures.
no code implementations • RANLP 2019 • Suilan Estevez-Velarde, Andr{\'e}s Montoyo, Yudivian Almeida-Cruz, Yoan Guti{\'e}rrez, Alej Piad-Morffis, ro, Rafael Mu{\~n}oz
The massive amount of multi-formatted information available on the Web necessitates the design of software systems that leverage this information to obtain knowledge that is valid and useful.
no code implementations • ACL 2019 • Suilan Estevez-Velarde, Yoan Guti{\'e}rrez, Andr{\'e}s Montoyo, Yudivi{\'a}n Almeida-Cruz
The process of extracting knowledge from natural language text poses a complex problem that requires both a combination of machine learning techniques and proper feature selection.
no code implementations • RANLP 2017 • Antonio Guill{\'e}n, Yoan Guti{\'e}rrez, Rafael Mu{\~n}oz
Nowadays, search for documents on the Internet is becoming increasingly difficult.
no code implementations • RANLP 2017 • Javi Fern{\'a}ndez, Fern Llopis, o, Yoan Guti{\'e}rrez, Patricio Mart{\'\i}nez-Barco, {\'A}lvaro D{\'\i}ez
The recent failures of traditional poll models, like the predictions in United Kingdom with the Brexit, or in United States presidential elections with the victory of Donald Trump, have been noteworthy.
no code implementations • SEMEVAL 2017 • Jos{\'e} Abreu, Iv{\'a}n Castro, Claudia Mart{\'\i}nez, Sebasti{\'a}n Oliva, Yoan Guti{\'e}rrez
This paper describes the system submitted to SemEval-2017 Task 4-A Sentiment Analysis in Twitter developed by the UCSC-NLP team.
no code implementations • SEMEVAL 2014 • Yenier Casta{\~n}eda, Arm Collazo, o, Elvis Crego, Jorge L. Garcia, Yoan Guti{\'e}rrez, David Tom{\'a}s, Andr{\'e}s Montoyo, Rafael Mu{\~n}oz
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +2
no code implementations • SEMEVAL 2013 • Yoan Guti{\'e}rrez, Yenier Casta{\~n}eda, Andy Gonz{\'a}lez, Rainel Estrada, Dennys D. Piug, Jose I. Abreu, Roger P{\'e}rez, Antonio Fern{\'a}ndez Orqu{\'\i}n, Andr{\'e}s Montoyo, Rafael Mu{\~n}oz, Franc Camara
no code implementations • SEMEVAL 2013 • Yoan Guti{\'e}rrez, Andy Gonz{\'a}lez, Roger P{\'e}rez, Jos{\'e} I. Abreu, Antonio Fern{\'a}ndez Orqu{\'\i}n, Alej Mosquera, ro, Andr{\'e}s Montoyo, Rafael Mu{\~n}oz, Franc Camara
no code implementations • SEMEVAL 2013 • Arm Collazo, o, Alberto Ceballo, Dennys D. Puig, Yoan Guti{\'e}rrez, Jos{\'e} I. Abreu, Roger P{\'e}rez, Antonio Fern{\'a}ndez Orqu{\'\i}n, Andr{\'e}s Montoyo, Rafael Mu{\~n}oz, Franc Camara
no code implementations • SEMEVAL 2012 • Antonio Fern{\'a}ndez, Yoan Guti{\'e}rrez, H{\'e}ctor D{\'a}vila, Alex Ch{\'a}vez, er, Andy Gonz{\'a}lez, Rainel Estrada, Yenier Casta{\~n}eda, Sonia V{\'a}zquez, Andr{\'e}s Montoyo, Rafael Mu{\~n}oz