11 citations · 30 across the 23 of their papers we have counts for
5 papers · 1 filter
The Privacy-Hallucination Tradeoff in Differentially Private Language Models
Krithika Ramesh, Krishna Pillutla, Danish Pruthi +1
Both privacy and factual accuracy are paramount in high-stakes domains like healthcare. Concerningly, we uncover and investigate a privacy-hallucination tradeoff in differentially…
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…
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…
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…
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…