Edison Marrese-Taylor

According to our database, Edison Marrese-Taylor authored at least 43 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling.

Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Edison Marrese-Taylor, Hamed Damirchi, Anton van den Hengel

CoRR, 2024

Media Bias Detection Across Families of Language Models.

Iffat Maab, Edison Marrese-Taylor, Sebastian Padó, Yutaka Matsuo

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Annotations for Exploring Food Tweets from Multiple Aspects.

Matiss Rikters, Rinalds Viksna, Edison Marrese-Taylor

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques.

Rui Yang, Haoran Liu, Edison Marrese-Taylor, Qingcheng Zeng, Yuhe Ke, Wanxin Li, Lechao Cheng, Qingyu Chen, James Caverlee, Yutaka Matsuo, Irene Li

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources.

Francis Zheng, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

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

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering.

Rui Yang, Edison Marrese-Taylor, Yuhe Ke, Lechao Cheng, Qingyu Chen, Irene Li

CoRR, 2023

Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation.

Edison Marrese-Taylor, Pin Chen Wang, Yutaka Matsuo

Proceedings of the Eighth Conference on Machine Translation, 2023

Target-Aware Contextual Political Bias Detection in News.

Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Memory-efficient Temporal Moment Localization in Long Videos.

Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Open-domain Video Commentary Generation.

Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean.

Francis Zheng, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 9th Workshop on Asian Translation, 2022

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

CoRR, 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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers.

Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Variational Inference for Learning Representations of Natural Language Edits.

Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

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

Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages.

Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 1st AfricaNLP Workshop Proceedings, 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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 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

Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling.

Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

An Edit-centric Approach for Wikipedia Article Quality Assessment.

Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

2018

Deep contextualized word representations for detecting sarcasm and irony.

Suzana Ilic, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations.

Jorge A. Balazs, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets.

Edison Marrese-Taylor, Suzana Ilic, Jorge A. Balazs, Helmut Prendinger, Yutaka Matsuo

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Content Aware Source Code Change Description Generation.

Pablo Loyola, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo, Fumiko Satoh

Proceedings of the 11th International Conference on Natural Language Generation, 2018

Learning to Automatically Generate Fill-In-The-Blank Quizzes.

Edison Marrese-Taylor, Ai Nakajima, Yutaka Matsuo, Yuichi Ono

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 2018

2017

EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity.

Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN.

Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo

Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention.

Jorge A. Balazs, Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo

Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, 2017

Replication issues in syntax-based aspect extraction for opinion mining.

Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes.

Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

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, Yerko Covacevich, Francisco Molina, Edison Marrese-Taylor, Cristián Rodríguez, Felipe Bravo-Marquez

Inf. Fusion, 2016

2014

A novel deterministic approach for aspect-based opinion mining in tourism products reviews.

Edison Marrese-Taylor, Juan D. Velásquez, Felipe Bravo-Marquez

Expert Syst. Appl., 2014

Tools for External Plagiarism Detection in DOCODE.

Juan D. Velásquez, Edison Marrese-Taylor

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

2013

Identifying Customer Preferences about Tourism Products Using an Aspect-based Opinion Mining Approach.

Edison Marrese-Taylor, Juan D. Velásquez, Felipe Bravo-Marquez, Yutaka Matsuo

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Opinion Zoom: A Modular Tool to Explore Tourism Opinions on the Web.

Edison Marrese-Taylor, Juan D. Velásquez, Felipe Bravo-Marquez

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013