Ignacio Arroyo-Fernández

18 papers Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable Construction of a Lung Cancer Knowledge Base: Profiling Semantic Reasoning in LLMs.
CoRR
Cesar Felipe Martínez Cisneros, Jesús Ulises Quiroz Bautista, Claudia Anahí Guzmán Solano, Bogdan Kaleb García Rivera, Iván García-Pacheco, Yalbi Itzel Balderas-Martínez, Kolawole John Adebayo, Ignacio Arroyo-Fernández
2025 — conf
Scalable Construction of a Lung Cancer Knowledge Base: Profiling Semantic Reasoning in LLMs.
ENC
Cesar Felipe Martínez Cisneros, Jesús Ulises Quiroz Bautista, Claudia Anahí Guzmán Solano, Bogdan Kaleb García Rivera, Iván García-Pacheco, Yalbi Itzel Balderas-Martínez, Kolawole John Adebayo, Ignacio Arroyo-Fernández
2025 J jnl
Semantic Reasoning Using Standard Attention-Based Models: An Application to Chronic Disease Literature.
Big Data Cogn. Comput.
Yalbi Itzel Balderas-Martínez, José Armando Sánchez-Rojas, Arturo Téllez-Velázquez, Flavio Juárez-Martínez, Raúl Cruz-Barbosa, Enrique Guzmán-Ramírez, Iván García-Pacheco, Ignacio Arroyo-Fernández
2022 — conf
HBDCI at CheckThat!-2022: Fake News Detection Using a Combination of stylometric Features and Deep Learning.
CLEF (Working Notes)
Claudia Porto Capetillo, Diego Lecuona-Gómez, Helena Gómez-Adorno, Ignacio Arroyo-Fernández, Jair Neri-Chávez
2022 J jnl
HS-IDEOR - A tool for conceptual modeling and designing of hardware architectures focused on object recognition.
Comput. Appl. Eng. Educ.
Enrique Guzmán-Ramírez, Iván A. García, Ignacio Arroyo-Fernández, Alberto Santos-Villalobos
2021 J jnl
Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature.
CoRR
Ignacio Arroyo-Fernández, José Armando Sánchez-Rojas, Arturo Téllez-Velázquez, Flavio Juárez-Martínez, Raúl Cruz-Barbosa, Enrique Guzmán-Ramírez, Yalbi Itzel Balderas-Martínez
2020 J jnl
Knowledge extraction for assisted curation of summaries of bacterial transcription factor properties.
Database J. Biol. Databases Curation
Carlos-Francisco Méndez-Cruz, Antonio Blanchet, Alan Godínez, Ignacio Arroyo-Fernández, Socorro Gama-Castro, Sara Berenice Martínez-Luna, Cristian González-Colín, Julio Collado-Vides
2019 J jnl
Language features in extractive summarization: Humans Vs. Machines.
Knowl. Based Syst.
Ignacio Arroyo-Fernández, Arturo Curiel, Carlos-Francisco Méndez-Cruz
2019 J jnl
On the Possibility of Rewarding Structure Learning Agents: Mutual Information on Linguistic Random Sets.
CoRR
Ignacio Arroyo-Fernández, Mauricio Carrasco-Ruiz, José Anibal Arias-Aguilar
2019 — —
Representación de oraciones como series ponderadas con entropía para tareas de similitud semántica
Ignacio Arroyo-Fernández
2019 J jnl
Unsupervised sentence representations as word information series: Revisiting TF-IDF.
Comput. Speech Lang.
Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov
2018 — conf
Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING'18 TRAC-1.
TRAC@COLING 2018
Ignacio Arroyo-Fernández, Dominic Forest, Juan-Manuel Torres-Moreno, Mauricio Carrasco-Ruiz, Thomas Legeleux, Karen Joannette
2018 — conf
UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones.
SemEval@NAACL-HLT
Ignacio Arroyo-Fernández, Iván Vladimir Meza Ruíz, Carlos-Francisco Méndez-Cruz
2017 — conf
LIPN-IIMAS at SemEval-2017 Task 1: Subword Embeddings, Attention Recurrent Neural Networks and Cross Word Alignment for Semantic Textual Similarity.
SemEval@ACL
Ignacio Arroyo-Fernández, Iván Vladimir Meza Ruíz
2017 J jnl
Unsupervised Sentence Representations as Word Information Series: Revisiting TF-IDF.
CoRR
Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov
2016 — conf
Automatic Text Summarization by Non-topic Relevance Estimation.
KDIR
Ignacio Arroyo-Fernández, Juan-Manuel Torres-Moreno, Gerardo Sierra, Luis Adrián Cabrera-Diego
2015 — conf
Learning Kernels for Semantic Clustering: A Deep Approach.
HLT-NAACL
Ignacio Arroyo-Fernández
2012 — conf
FPGA-Based Architecture for Extended Associative Memories and Its Application in Image Recognition.
MICAI (1)
Enrique Guzmán-Ramírez, Ignacio Arroyo-Fernández, Carlos González-Rojas, Jesús Linares-Flores, Oleksiy B. Pogrebnyak