Pablo Loyola

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 23

Top Topics

Defect Prediction

Feature Representations

Top Venues

ICSE (Companion Volume)

SemEval@NAACL-HLT

Publications

Md. Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka
Exploring 360-Degree View of Customers for Lookalike Modeling. CoRR (2023)
Md. Mostafizur Rahman, Daisuke Kikuta, Satyen Abrol, Yu Hirate, Toyotaro Suzumura, Pablo Loyola, Takuma Ebisu, Manoj Kondapaka
Exploring 360-Degree View of Customers for Lookalike Modeling. SIGIR (2023)
Pablo Loyola, Edison Marrese-Taylor, Andrés Hoyos Idrobo
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs. EMNLP (Findings) (2023)
Pablo Loyola, Edison Marrese-Taylor, Andres Hoyos-Idobro
Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language. CoRR (2023)
Daisuke Kikuta, Toyotaro Suzumura, Md. Mostafizur Rahman, Yu Hirate, Satyen Abrol, Manoj Kondapaka, Takuma Ebisu, Pablo Loyola
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation. CoRR (2022)
Padmanabha V. Seshadri, Harikrishnan Balagopal, Akash Nayak, Ashok Pon Kumar, Pablo Loyola
Konveyor Move2Kube: A Framework For Automated Application Replatforming. CLOUD (2022)
Padmanabha V. Seshadri, Harikrishnan Balagopal, Pablo Loyola, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar, Amith Singhee
Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes. CLOUD (2021)
Pablo Loyola, Kugamoorthy Gajananan, Hirokuni Kitahara, Yuji Watanabe, Fumiko Satoh
Automating Domain Squatting Detection Using Representation Learning. IEEE BigData (2020)
Edison Marrese-Taylor, Pablo Loyola, Jorge A. Balazs, Yutaka Matsuo
Learning to Describe Editing Activities in Collaborative Environments: A Case Study on GitHub and Wikipedia. PACLIC (2020)
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
An Edit-centric Approach for Wikipedia Article Quality Assessment. W-NUT@EMNLP (2019)
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
An Edit-centric Approach for Wikipedia Article Quality Assessment. CoRR (2019)
Pablo Loyola, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo, Fumiko Satoh
Content Aware Source Code Change Description Generation. INLG (2018)
Kugamoorthy Gajananan, Pablo Loyola, Yasuharu Katsuno, Asim Munawar, Scott Trent, Fumiko Satoh
Modeling Sentiment Polarity in Support Ticket Data for Predicting Cloud Service Subscription Renewal. SCC (2018)
Pablo Loyola, Kugamoorthy Gajananan, Yuji Watanabe, Fumiko Satoh
Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning. SemEval@NAACL-HLT (2018)
Pablo Loyola, Kugamoorthy Gajananan, Fumiko Satoh
Bug Localization by Learning to Rank and Represent Bug Inducing Changes. CIKM (2018)
Pablo Loyola, Yutaka Matsuo
Learning graph representations for defect prediction. ICSE (Companion Volume) (2017)
Pablo Loyola, Yutaka Matsuo
Learning Feature Representations from Change Dependency Graphs for Defect Prediction. ISSRE (2017)
Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes. CoRR (2017)
Pablo Loyola, Chen Liu, Yu Hirate
Modeling User Session and Intent with an Attention-based Encoder-Decoder Architecture. RecSys (2017)
Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. CoRR (2017)
Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. RepEval@EMNLP (2017)
Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes. ACL (2) (2017)
Pablo Loyola, Francisco Szederkenyi, Yutaka Matsuo
Using the web to support political analysis: identifying legislative bill ideology in the chilean parliament. WebSci (2016)