Vipul Gupta

Using Social Tags and User Rating Patterns for Collaborative Filtering

2017 · International Journal of Information Systems and Social Change

The overwhelming supply of online information on the Web makes finding better ways to separate important information from the noisy data ever more important. Recommender systems may help users deal with the information overloading issue, …

Semantic Consistency for Assuring Reliability of Large Language Models

2023 · arXiv (Cornell University)

Large Language Models (LLMs) exhibit remarkable fluency and competence across various natural language tasks. However, recent research has highlighted their sensitivity to variations in input prompts. To deploy LLMs in a safe and reliable manner, …

Hey GPT, Can You be More Racist? Analysis from Crowdsourced Attempts to Elicit Biased Content from Generative AI

2024 · arXiv (Cornell University)

The widespread adoption of large language models (LLMs) and generative AI (GenAI) tools across diverse applications has amplified the importance of addressing societal biases inherent within these technologies. While the NLP community has extensively studied …