Phi-4-mini-reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Ahmed H. Awadallah is a Partner Research Manager at Microsoft Research. His work spans large language models, search, conversational AI, and applied machine learning.

Alex Ficek is a final-year PhD student at the University of Michigan and incoming applied scientist at Microsoft working on language models, agents, reinforcement learning, and infrastructure.

Chief scientist and co-founder of Mistral AI known for work on multilingual language modeling, machine translation, theorem proving, and mathematical reasoning; previously a research scientist at FAIR.

Barry Haddow is a natural language processing researcher affiliated with Microsoft Research and the University of Edinburgh.

Thomas Scialom is a research scientist at Microsoft working on large language model training, post-training, safety, and evaluation. His public profile highlights reinforcement learning, scalable training, and reliable language model behavior.

Rahul Gupta is a Senior Applied Science Manager at Amazon Nova whose work spans speech, language, multimodal AI, and generative models.

Marcin Michalski is a researcher at Microsoft whose public profile and Google Scholar page highlight work on small language models, reasoning, and machine learning systems.

Xifeng Yan is a professor at UC Santa Barbara whose research focuses on data mining, machine learning, and graph analytics. His public profile highlights work on graph mining, large-scale data systems, and AI methods for structured data.

Distinguished Scientist and corporate vice president at Microsoft Research whose public work spans language models, search, and reasoning; arXiv author results include Phi-4 mini reasoning.

Researcher at Microsoft working on machine learning, natural language processing, and information retrieval.

Research scientist at Microsoft working on large language models and generative AI.

Research scientist at Microsoft AI working on language models, previously at FAIR and the University of Southern California.

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