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researcher

Francis O. Ferraro

3 papers hereh-index 342 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedBeyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2026

SCRIBE: Structured Mid-Level Supervision for Tool-Using Language Models

Yuxuan Jiang, Francis Ferraro

Training reliable tool-augmented agents remains a significant challenge, largely due to the difficulty of credit assignment in multi-step reasoning. While process-level reward mode…

cs.CL2026

DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models

Yuxuan Jiang, Dawei Li, Francis Ferraro

While Large Reasoning Models (LRMs) have demonstrated success in complex reasoning tasks through long chain-of-thought (CoT) reasoning, their inference often involves excessively v…

cs.CL2026★ 1 cited

Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs

Yuxuan Jiang, Francis Ferraro

Recently, Large Language Models (LLMs) have shown impressive performance in character understanding tasks, such as analyzing the roles, personalities, and relationships of fictiona…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.