Opinion Zoom: A Modular Tool to Explore Tourism Opinions on the Web. - Edison Marrese-Taylor; Juan D. Velásquez 001; Felipe Bravo-Marquez (Web Intelligence/IAT Workshops, 2013)

Identifying Customer Preferences about Tourism Products Using an Aspect-based Opinion Mining Approach. - Edison Marrese-Taylor; Juan D. Velásquez 001; Felipe Bravo-Marquez; Yutaka Matsuo (KES, 2013)

Tools for External Plagiarism Detection in DOCODE. - Juan D. Velásquez 001; Edison Marrese-Taylor (WI-IAT (1), 2014)

A novel deterministic approach for aspect-based opinion mining in tourism products reviews. - Edison Marrese-Taylor; Juan D. Velásquez 001; Felipe Bravo-Marquez (Expert Syst. Appl., 2014)

DOCODE 3.0 (DOcument COpy DEtector): A system for plagiarism detection by applying an information fusion process from multiple documental data sources. - Juan D. Velásquez 001; Yerko Covacevich; Francisco Molina; Edison Marrese-Taylor; Cristián Rodríguez; Felipe Bravo-Marquez (Inf. Fusion, 2016)

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes. - Pablo Loyola; Edison Marrese-Taylor; Yutaka Matsuo (ACL (2), 2017)

Replication issues in syntax-based aspect extraction for opinion mining. - Edison Marrese-Taylor; Yutaka Matsuo (EACL (Student Research Workshop), 2017)

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention. - Jorge A. Balazs; Edison Marrese-Taylor; Pablo Loyola; Yutaka Matsuo (RepEval@EMNLP, 2017)

Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN. - Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo (WASSA@EMNLP, 2017)

EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity. - Edison Marrese-Taylor; Yutaka Matsuo (WASSA@EMNLP, 2017)

Learning to Automatically Generate Fill-In-The-Blank Quizzes. - Edison Marrese-Taylor; Ai Nakajima; Yutaka Matsuo; Yuichi Ono (NLP-TEA@ACL, 2018)

Content Aware Source Code Change Description Generation. - Pablo Loyola; Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo; Fumiko Satoh (INLG, 2018)

IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets. - Edison Marrese-Taylor; Suzana Ilic; Jorge A. Balazs; Helmut Prendinger; Yutaka Matsuo (SemEval@NAACL-HLT, 2018)

IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations. - Jorge A. Balazs; Edison Marrese-Taylor; Yutaka Matsuo (WASSA@EMNLP, 2018)

Deep contextualized word representations for detecting sarcasm and irony. - Suzana Ilic; Edison Marrese-Taylor; Jorge A. Balazs; Yutaka Matsuo (WASSA@EMNLP, 2018)

An Edit-centric Approach for Wikipedia Article Quality Assessment. - Edison Marrese-Taylor; Pablo Loyola; Yutaka Matsuo (W-NUT@EMNLP, 2019)

VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (EMNLP (1), 2020)

Learning to Describe Editing Activities in Collaborative Environments: A Case Study on GitHub and Wikipedia. - Edison Marrese-Taylor; Pablo Loyola; Jorge A. Balazs; Yutaka Matsuo (PACLIC, 2020)

Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Fatemeh Sadat Saleh; Hongdong Li; Stephen Gould (WACV, 2020)

Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (AfricaNLP, 2020)

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews. - Edison Marrese-Taylor; Cristian Rodriguez Opazo; Jorge A. Balazs; Stephen Gould; Yutaka Matsuo (CoRR, 2020)

DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Basura Fernando; Hongdong Li; Stephen Gould (CoRR, 2020)

Variational Inference for Learning Representations of Natural Language Edits. - Edison Marrese-Taylor; Machel Reid; Yutaka Matsuo (AAAI, 2021)

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers. - Machel Reid; Edison Marrese-Taylor; Yutaka Matsuo (EMNLP (Findings), 2021)

DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Basura Fernando; Hongdong Li; Stephen Gould (WACV, 2021)

LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Basura Fernando; Hiroya Takamura; Qi Wu 001 (CoRR, 2021)

Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean. - Francis Zheng; Edison Marrese-Taylor; Yutaka Matsuo (WAT@COLING, 2022)

Open-domain Video Commentary Generation. - Edison Marrese-Taylor; Yumi Hamazono; Tatsuya Ishigaki; Goran Topic; Yusuke Miyao; Ichiro Kobayashi; Hiroya Takamura (EMNLP, 2022)

Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding. - Erica Kido Shimomoto; Edison Marrese-Taylor; Hiroya Takamura; Ichiro Kobayashi; Hideki Nakayama; Yusuke Miyao (ACL (Findings), 2023)

Memory-efficient Temporal Moment Localization in Long Videos. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Basura Fernando; Hiroya Takamura; Qi Wu 001 (EACL, 2023)

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs. - Pablo Loyola; Edison Marrese-Taylor; Andrés Hoyos Idrobo (EMNLP (Findings), 2023)

An empirical study of the effect of video encoders on Temporal Video Grounding. - Ignacio M. De La Jara; Cristian Rodriguez Opazo; Edison Marrese-Taylor; Felipe Bravo-Marquez (ICCV (Workshops), 2023)

Target-Aware Contextual Political Bias Detection in News. - Iffat Maab; Edison Marrese-Taylor; Yutaka Matsuo (IJCNLP (1), 2023)

Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation. - Edison Marrese-Taylor; Pin Chen Wang; Yutaka Matsuo (WMT, 2023)

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering. - Rui Yang 016; Edison Marrese-Taylor; Yuhe Ke; Lechao Cheng; Qingyu Chen 001; Irene Li (CoRR, 2023)

Perceptual Structure in the Absence of Grounding for LLMs: The Impact of Abstractedness and Subjectivity in Color Language. - Pablo Loyola; Edison Marrese-Taylor; Andres Hoyos-Idobro (CoRR, 2023)

Unveiling Backbone Effects in CLIP: Exploring Representational Synergies and Variances. - Cristian Rodriguez Opazo; Edison Marrese-Taylor; Ehsan Abbasnejad; Hamed Damirchi; Ignacio M. De La Jara; Felipe Bravo-Marquez; Anton van den Hengel (CoRR, 2023)

Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources. - Francis Zheng; Edison Marrese-Taylor; Yutaka Matsuo (ACL (Findings), 2024)

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques. - Rui Yang 016; Haoran Liu; Edison Marrese-Taylor; Qingcheng Zeng; Yuhe Ke; Wanxin Li; Lechao Cheng; Qingyu Chen 001; James Caverlee; Yutaka Matsuo; Irene Li (BioNLP@ACL, 2024)

Annotations for Exploring Food Tweets from Multiple Aspects. - Matiss Rikters; Rinalds Viksna; Edison Marrese-Taylor (LREC/COLING, 2024)

Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation. - Erica K. Shimomoto; Edison Marrese-Taylor; Ichiro Kobayashi; Hiroya Takamura; Yusuke Miyao (EMNLP (Findings), 2024)

Media Bias Detection Across Families of Language Models. - Iffat Maab; Edison Marrese-Taylor; Sebastian Padó; Yutaka Matsuo (NAACL-HLT, 2024)

Multilingual Definition Modeling. - Edison Marrese-Taylor; Erica K. Shimomoto; Alfredo Solano; Enrique Reid (ACL (Findings), 2025)

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling. - Cristian Rodriguez Opazo; Ehsan Abbasnejad; Damien Teney; Hamed Damirchi; Edison Marrese-Taylor; Anton van den Hengel (ICLR, 2025)

Language Models can Categorize System Inputs for Performance Analysis. - Dominic Sobhani; Ruiqi Zhong; Edison Marrese-Taylor; Keisuke Sakaguchi; Yutaka Matsuo (NAACL (Long Papers), 2025)

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation. - Weihao Xuan; Rui Yang 016; Heli Qi; Qingcheng Zeng; Yunze Xiao; Yun Xing; Junjue Wang; Huitao Li; Xin Li 079; Kunyu Yu; Nan Liu 003; Qingyu Chen 001; et al. (CoRR, 2025)

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering. - Feiyang Li; Yingjian Chen; Haoran Liu; Rui Yang 016; Han Yuan; Yuang Jiang; Tianxiao Li; Edison Marrese-Taylor; Hossein Rouhizadeh; Yusuke Iwasawa; Douglas Teodoro; Yutaka Matsuo; et al. (CoRR, 2025)

Image-Text Relation Prediction for Multilingual Tweets. - Matiss Rikters; Edison Marrese-Taylor (CoRR, 2025)