13 papers
Expectations and Practices around AI Disclosure in CS Research
Arati Mohapatra, Danish Pruthi
As generative AI tools find increasing use in research workflows, ongoing debates on their impact, appropriateness and responsible use have led policymakers to enact policies to di…
Policies Permitting LLM Use for Polishing Peer Reviews Are Currently Not Enforceable
Rounak Saha, Gurusha Juneja, Dayita Chaudhuri +3
A number of scientific conferences and journals have recently enacted policies that prohibit LLM usage by peer reviewers, except for polishing, paraphrasing, and grammar correction…
Evaluating Reasoning Models for Queries with Presuppositions
Rose Sathyanathan, Kinshuk Vasisht, Danish Pruthi
Millions of users turn to AI models for their information needs. It is conceivable that a large number of user queries contain assumptions that may be factually inaccurate. Prior w…
Where Do Images Come From? Analyzing Captions to Geographically Profile Datasets
Abhipsa Basu, Yugam Bahl, Kirti Bhagat +3
Recent studies show that text-to-image models often fail to generate geographically representative images, raising concerns about the representativeness of their training data and…
TALES: A Taxonomy and Analysis of Cultural Representations in LLM-generated Stories
Kirti Bhagat, Shaily Bhatt, Athul Velagapudi +3
Millions of users across the globe turn to AI chatbots for their creative needs, inviting widespread interest in understanding how they represent diverse cultures. However, evaluat…
Beyond World Models: Rethinking Understanding in AI Models
Tarun Gupta, Danish Pruthi
World models have garnered substantial interest in the AI community. These are internal representations that simulate aspects of the external world, track entities and states, capt…