Edison Marrese-Taylor
41 papers · 2017–2026 · 11 venues · across top CS/AI venues
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Achievements
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(26)
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(5)
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Venues
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Research topics
Natural Language Processing
(24)
Machine Learning
(21)
Artificial Intelligence
(18)
Core AI
(16)
Deep Learning
(15)
Applications
(15)
Core Methods
(12)
Resources & Methods
(10)
Learning Types Β· Deep Learning
(7)
Generation
(6)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(5)
Techniques
(5)
Computer Vision
(4)
Application Areas
(4)
Keywords
large language model
(9)
text classification
(6)
low-resource language
(6)
video understanding
(5)
multimodal learning
(5)
natural language processing
(4)
machine translation
(4)
representation learning
(4)
text generation
(4)
temporal moment localization
(3)
generative model
(3)
variational inference
(2)
sentiment analysis
(2)
opinion mining
(2)
deep learning
(2)
benchmark evaluation
(2)
feature extraction
(2)
natural language generation
(2)
uncertainty quantification
(2)
zero-shot learning
(2)
Papers
Evidential Semantic Entropy for LLM Uncertainty Quantification
EACL 2026
Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning
EACL 2026
MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning
ACL 2026
An in-depth human study of the mathematical reasoning abilities in Large Language Models
EMNLP 2025
Language Models can Categorize System Inputs for Performance Analysis
NAACL 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
Multilingual Definition Modeling
ACL 2025
On the Role of Unobserved Sequences on Sample-based Uncertainty Quantification for LLMs
EMNLP 2025
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
ICLR 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
EMNLP 2025
Annotations for Exploring Food Tweets from Multiple Aspects
COLING 2024
Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources
ACL 2024
Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation
EMNLP 2024
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
ACL 2024
Media Bias Detection Across Families of Language Models
NAACL 2024
An Effective Approach for Informational and Lexical Bias Detection
EACL 2023
Edit Aware Representation Learning via Levenshtein Prediction
EACL 2023
Evaluating Large Language Modelsβ Understanding of Financial Terminology via Definition Modeling
IJCNLP 2023
Memory-efficient Temporal Moment Localization in Long Videos
EACL 2023
Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs
EMNLP 2023
Target-Aware Contextual Political Bias Detection in News
IJCNLP 2023
Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation
EMNLP 2023
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding
ACL 2023
A Parallel Corpus and Dictionary for Amis-Mandarin Translation
AACL 2022
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
Open-domain Video Commentary Generation
EMNLP 2022
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
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers
EMNLP 2021
Variational Inference for Learning Representations of Natural Language Edits
AAAI 2021
A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews
ACL 2020
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention
WACV 2020
VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling
EMNLP 2020
An Edit-centric Approach for Wikipedia Article Quality Assessment
EMNLP 2019
Deep contextualized word representations for detecting sarcasm and irony
EMNLP 2018
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations
EMNLP 2018
IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets
SemEval 2018
Learning to Automatically Generate Fill-In-The-Blank Quizzes
ACL 2018
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes
ACL 2017
Replication issues in syntax-based aspect extraction for opinion mining
EACL 2017