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Justin Chih-Yao Chen

MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration

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Mar 19, 2025
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Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning

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Mar 07, 2025
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Learning to Generate Unit Tests for Automated Debugging

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Feb 03, 2025
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Reverse Thinking Makes LLMs Stronger Reasoners

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Nov 29, 2024
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MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning

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Sep 18, 2024
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System-1.x: Learning to Balance Fast and Slow Planning with Language Models

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Jul 19, 2024
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MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models

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Feb 02, 2024
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Location-Aware Visual Question Generation with Lightweight Models

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Oct 23, 2023
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ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs

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Sep 22, 2023
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