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cs.CL2025★ 1 cited
Batch Prompting Suppresses Overthinking Reasoning Under Constraint: How Batch Prompting Suppresses Overthinking in Reasoning Models
Saurabh Srivastava, Janit Bidhan, Hao Yan +7
Large Reasoning Models (LRMs) achieve strong performance through explicit chain-of-thought reasoning but suffer from \textit{overthinking}: generating excessive reasoning tokens ev…
cs.CL2025
Multimodal Event Detection: Current Approaches and Defining the New Playground through LLMs and VLMs
Abhishek Dey, Aabha Bothera, Samhita Sarikonda +5
In this paper, we study the challenges of detecting events on social media, where traditional unimodal systems struggle due to the rapid and multimodal nature of data dissemination…