Author

Cornelia Caragea

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#artificial intelligence Preprint Oct 2026

ReHoPER: Receding-Horizon Planning for Enhanced Reasoning

We propose ReHoPER, an inference-only, zero-shot method that improves large language models'reasoning by generating and answering intermediate questions along multiple paths before the final answer. It iteratively plans a horizon of candidate intermediate questions, selects one to answer, and replans from the updated h...

Saeed Ahmadnia, Cornelia Caragea · 0 citations

#natural language process... Preprint Aug 2025

Towards AI-Assisted Research Writing: Benchmarking LLMs for AI/ML Introduction Generation

This work introduces Scientific Introduction Generation (SciIG), a task that evaluates LLMs'ability to produce coherent introductions from titles, abstracts, and related works, and combines automated metrics with LLM-as-a-judge evaluations.

Krishna Garg, Firoz Shaik, Sambaran Bandyopadhyay et al. · 5 citations