Muhammad Khalifa
3 papers in the PaperMetrix corpus
Papers by this author
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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 …
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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 …
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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 …