Joseph Gatto
7 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
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The Questioner
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Research topics
Natural Language Processing
(7)
Applications
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Generation
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Clinical
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
event argument extraction
(2)
text generation
(2)
direct preference optimization
(1)
stance detection
(1)
data augmentation
(1)
document-level extraction
(1)
social media analysis
(1)
information extraction
(1)
argument extraction
(1)
semantic matching
(1)
evaluation framework
(1)
supervised fine-tuning
(1)
electronic health record
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
text encoder
(1)
social media
(1)
dialogue system
(1)
event extraction
(1)
Papers
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting
ACL 2026
Document-Level Event-Argument Data Augmentation for Challenging Role Types
ACL 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations
ACL 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction
EMNLP 2025
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments
EMNLP 2024
Chain-of-Thought Embeddings for Stance Detection on Social Media
EMNLP 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
EMNLP 2023