Ryan Shea
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(5)
Machine Learning
(4)
Generation
(4)
Deep Learning
(3)
Reinforcement Learning
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Interdisciplinary
(1)
Security & Privacy
(1)
Application Areas
(1)
Differential Privacy
(1)
Education
(1)
Keywords
language model
(3)
dialogue system
(2)
offline reinforcement learning
(1)
grammatical error correction
(1)
conversational ai
(1)
text generation
(1)
feedback generation
(1)
multi-turn agent
(1)
importance sampling
(1)
variance reduction
(1)
language learning
(1)
educational technology
(1)
task automation
(1)
agent evaluation
(1)
game theory
(1)
agent system
(1)
reinforcement learning
(1)
negotiation strategy
(1)
knowledge grounding
(1)
privacy-preserving machine learning
(1)
Papers
SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation
EACL 2026
AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification
EMNLP 2025
ACE: A LLM-based Negotiation Coaching System
EMNLP 2024
A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies
EMNLP 2024
Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning
EMNLP 2023
ChatBack: Investigating Methods of Providing Grammatical Error Feedback in a GUI-based Language Learning Chatbot
ACL 2023
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
EMNLP 2022