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Posts by Collection
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publications
How Easily Do Irrelevant Inputs Skew the Responses of Large Language Models? Permalink
Published in COLM 2024 & KnowledgeNLP@ACL 2024 (Oral), 2024
We present a comprehensive study of the robustness of LLMs to different types of irrelevant information under various conditions.
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ARM: Adaptive Reasoning Model Permalink
Published in NeurIPS 2025 (Spotlight), 2025
We propose ARM, a reasoning model capable of adaptively selecting appropriate reasoning formats based on the task at hand.
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Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters Permalink
Published in arXiv preprint, 2026
Step 3.5 Flash is our most capable open-source foundation model, built for frontier reasoning and agentic tasks with exceptional efficiency.
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CODA: Difficulty-Aware Compute Allocation for Adaptive Reasoning Permalink
Published in arXiv preprint, 2026
We propose CODA, which scales reasoning by difficulty, reducing overthinking on easy tasks while promoting deeper reasoning on hard ones.
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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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