Muhammad Khalifa

Will Your Forthcoming Book be Successful? Predicting Book Success with CNN and Readability Scores.

2020 · arXiv (Cornell University)

Predicting the potential success of a book in advance is vital in many applications. This could help both publishers and readers in their decision making process whether or not a book is worth publishing and …

On Many-Shot In-Context Learning for Long-Context Evaluation

2024 · arXiv (Cornell University)

Many-shot in-context learning (ICL) has emerged as a unique setup to both utilize and test the ability of large language models to handle long context. This paper delves into long-context language model (LCLM) evaluation through …

Logit Arithmetic Elicits Long Reasoning Capabilities Without Training

2025 · arXiv (Cornell University)

Large reasoning models exhibit long chain-of-thought reasoning with complex strategies such as backtracking and self-verification. Yet, these capabilities typically require resource-intensive post-training. We investigate whether such behaviors can be elicited in large models without any …