Valerie Chen
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
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large language model
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multi-task learning
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human-ai collaboration
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model evaluation
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code generation
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policy learning
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behavior analysis
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model interpretability
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model debugging
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experimental design
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linear programming
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software engineering
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fraud detection
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contextual bandit
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game theory
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incentive compatibility
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bayesian persuasion
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zero-shot generalization
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counterfactual reasoning
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reinforcement learning
(1)
Papers
Coding Agents with Multimodal Browsing are Generalist Problem Solvers
EACL 2026
RECAP: An End-to-End Platform for Capturing, Replaying, and Analyzing AI-Assisted Programming Interactions
ACL 2026
Copilot Arena: A Platform for Code LLM Evaluation in the Wild
ICML 2025
Learning Personalized Decision Support Policies
AAAI 2025
When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
ACL 2025
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods
AAAI 2024
Bayesian Persuasion for Algorithmic Recourse
NeurIPS 2022
Use-Case-Grounded Simulations for Explanation Evaluation
NeurIPS 2022
Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
ICLR 2021