Shirley Kokane
5 papers · 2024–2025 · 4 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
(14)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
agent system
(2)
data generation
(2)
synthetic data generation
(1)
language model
(1)
synthetic data
(1)
autonomous agent
(1)
tool use
(1)
trajectory feedback
(1)
retrieval-augmented generation
(1)
dataset curation
(1)
private data
(1)
online exploration
(1)
user profile
(1)
user profiling
(1)
llm agent
(1)
dataset generation
(1)
function calling
(1)
tool calling
(1)
agent training
(1)
large language model
(1)
Papers
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
ACL 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data
ACL 2025
xLAM: A Family of Large Action Models to Empower AI Agent Systems
NAACL 2025
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
NeurIPS 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
CoNLL 2024