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Posts by Collection
portfolio
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publications
VERIFIER: Cross-validation Reasoning via MultiAgent Debate
M. Emre Bilgin
NeurIPS 2024
tldr We propose VERIFIER, a cross-validation reasoning framework where multiple agents debate to improve the reliability and accuracy of reasoning under uncertainty.
Reasoning Space: Diversity All You Need
M. Emre Bilgin
arXiv 2025
tldr We show that diversity in the reasoning space — rather than model scale — is the key factor for robust generalization in complex reasoning tasks.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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