5 papers
Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations
Eunkyu Park, Wesley Hanwen Deng, Gunhee Kim +2
Chain-of-Thought (CoT) prompting helps models think step by step. But naive CoT breaks down in visually grounded social tasks, where models must perceive, understand, and judge all…
Locating Translation as a Craft in the Age of AI Translation
Daniel Chechelnitsky, Sireesh Gururaja, Seyi Olojo +4
Rapid development of Large Language Models (LLMs) and similar automated approaches for translation tasks is increasingly affecting the landscape of translation technologies. As con…
Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations
Eunkyu Park, Wesley Hanwen Deng, Vasudha Varadarajan +4
Explanations are often promoted as tools for transparency, but they can also foster confirmation bias; users may assume reasoning is correct whenever outputs appear acceptable. We…
Why (not) use AI? Analyzing People's Reasoning and Conditions for AI Acceptability
Jimin Mun, Wei Bin Au Yeong, Wesley Hanwen Deng +2
In recent years, there has been a growing recognition of the need to incorporate lay-people's input into the governance and acceptability assessment of AI usage. However, how and w…
The Generative AI Ethics Playbook
Jessie J. Smith, Wesley Hanwen Deng, William H. Smith +3
The Generative AI Ethics Playbook provides guidance for identifying and mitigating risks of machine learning systems across various domains, including natural language processing,…