Joseph Gatto
7 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (4)
ACL (3)
Top co-authors
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
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction
EMNLP 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations
ACL 2025
Document-Level Event-Argument Data Augmentation for Challenging Role Types
ACL 2025
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments
EMNLP 2024
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
EMNLP 2023
Chain-of-Thought Embeddings for Stance Detection on Social Media
EMNLP 2023