Edison Marrese-Taylor

42 papers · 2017–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (56) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (6) 🤝 Dynamic Duo (27) 👥 Mega-Team (32) 🔥 Unstoppable (9) 💎 Century Club (40) 🚀 Conference Pioneer 🗃️ Keyword Collector (148) ⚡ Prolific Year (10)

Conferences

EMNLP (14) ACL (7) EACL (6) AACL (3) NAACL (3) COLING (2) IJCNLP (2) WACV (2) AAAI (1) ICLR (1) SEMEVAL (1)

Top co-authors

Yutaka Matsuo (28) Machel Reid (5) Hiroya Takamura (5) Ichiro Kobayashi (4) Iffat Maab (4) Erica K. Shimomoto (4) Jorge Balazs (4) Yusuke Miyao (4) Francis Zheng (4) Yusuke Iwasawa (3)

Research topics

Keywords

large language model (9) text classification (6) video understanding (5) low-resource language (5) natural language processing (4) machine translation (4) multimodal learning (4) text generation (4) temporal moment localization (3) multi-modal learning (3) generative model (3) representation learning (3) uncertainty quantification (2) opinion mining (2) definition modeling (2) variational inference (2) deep learning (2) sentiment analysis (2) benchmark evaluation (2) natural language generation (2)

Papers

Evidential Semantic Entropy for LLM Uncertainty Quantification EACL 2026

Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026

An in-depth human study of the mathematical reasoning abilities in Large Language Models EMNLP 2025

When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025

On the Role of Unobserved Sequences on Sample-based Uncertainty Quantification for LLMs EMNLP 2025

Multilingual Definition Modeling ACL 2025

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling ICLR 2025

Language Models can Categorize System Inputs for Performance Analysis NAACL 2025

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques ACL 2024

Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation EMNLP 2024

Media Bias Detection Across Families of Language Models NAACL 2024

Annotations for Exploring Food Tweets from Multiple Aspects COLING 2024

Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources ACL 2024

Edit Aware Representation Learning via Levenshtein Prediction EACL 2023

Target-Aware Contextual Political Bias Detection in News AACL 2023

Evaluating Large Language Models’ Understanding of Financial Terminology via Definition Modeling AACL 2023

Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding ACL 2023

Memory-efficient Temporal Moment Localization in Long Videos EACL 2023

An Effective Approach for Informational and Lexical Bias Detection EACL 2023

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs EMNLP 2023

Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation EMNLP 2023

Target-Aware Contextual Political Bias Detection in News IJCNLP 2023

Evaluating Large Language Models’ Understanding of Financial Terminology via Definition Modeling IJCNLP 2023

A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022

Improving Jejueo-Korean Translation With Cross-Lingual Pretraining Using Japanese and Korean COLING 2022

A Parallel Corpus and Dictionary for Amis-Mandarin Translation AACL 2022

Open-domain Video Commentary Generation EMNLP 2022

Variational Inference for Learning Representations of Natural Language Edits AAAI 2021

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021

DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video WACV 2021

Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining NAACL 2021

A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews ACL 2020

VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling EMNLP 2020

Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention WACV 2020

An Edit-centric Approach for Wikipedia Article Quality Assessment EMNLP 2019

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

Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018

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

Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018

Replication issues in syntax-based aspect extraction for opinion mining EACL 2017

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes ACL 2017