A Deep Metric Learning Method for Biomedical Passage Retrieval

no code implementations • COLING 2020 • Andr{\'e}s Rosso-Mateus, Fabio A. Gonz{\'a}lez, Manuel Montes-y-G{\'o}mez

One way to address this problem is to look at it as a metric learning problem, where we want to induce a metric between questions and passages that assign smaller distances to more relevant passages.

Metric Learning Passage Retrieval +2

Automatic Detection of Offensive Language in Social Media: Defining Linguistic Criteria to build a Mexican Spanish Dataset

no code implementations • LREC 2020 • Mar{\'\i}a Jos{\'e} D{\'\i}az-Torres, Paulina Alej Mor{\'a}n-M{\'e}ndez, ra, Luis Villasenor-Pineda, Manuel Montes-y-G{\'o}mez, Juan Aguilera, Luis Meneses-Ler{\'\i}n

For this purpose, a Mexican Spanish Twitter corpus was compiled and analyzed.

Abusive Language

Detecting Depression in Social Media using Fine-Grained Emotions

no code implementations • NAACL 2019 • Mario Ezra Arag{\'o}n, Adrian Pastor L{\'o}pez-Monroy, Luis Carlos Gonz{\'a}lez-Gurrola, Manuel Montes-y-G{\'o}mez

The results are encouraging; the usage of fine-grained emotions improved the results from a representation based on the core emotions and obtained competitive results in comparison to state of the art approaches.

Depression Detection

MindLab Neural Network Approach at BioASQ 6B

no code implementations • WS 2018 • Andr{\'e}s Rosso-Mateus, Fabio A. Gonz{\'a}lez, Manuel Montes-y-G{\'o}mez

Biomedical Question Answering is concerned with the development of methods and systems that automatically find answers to natural language posed questions.

Information Retrieval Position +4

INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter

no code implementations • SEMEVAL 2018 • Delia Iraz{\'u} Hern{\'a}ndez Far{\'\i}as, Fern S{\'a}nchez-Vega, o, Manuel Montes-y-G{\'o}mez, Paolo Rosso

This paper describes an ensemble approach to the SemEval-2018 Task 3.

General Classification Sentiment Analysis +3

INAOE\_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity

no code implementations • SEMEVAL 2013 • Fern S{\'a}nchez-Vega, o, Manuel Montes-y-G{\'o}mez, Paolo Rosso, Luis Villase{\~n}or-Pineda

Document Summarization Information Retrieval +2

Sexual predator detection in chats with chained classifiers

no code implementations • WS 2013 • Hugo Jair Escalante, Esa{\'u} Villatoro-Tello, Antonio Ju{\'a}rez, Manuel Montes-y-G{\'o}mez, Luis Villase{\~n}or

Multi-Label Classification

Using PU-Learning to Detect Deceptive Opinion Spam

no code implementations • WS 2013 • Donato Hern{\'a}ndez Fusilier, Rafael Guzm{\'a}n Cabrera, Manuel Montes-y-G{\'o}mez, Paolo Rosso

Opinion Mining Text Classification