no code implementations • 25 Feb 2025 • Shramay Palta, Nirupama Chandrasekaran, Rachel Rudinger, Scott Counts
Misalignment, such that the agent responds at a level of expertise below that of the user, has a negative impact on overall user experience, with the impact more profound for more complex tasks.
1 code implementation • 6 Oct 2024 • Shramay Palta, Nishant Balepur, Peter Rankel, Sarah Wiegreffe, Marine Carpuat, Rachel Rudinger
Questions involving commonsense reasoning about everyday situations often admit many $\textit{possible}$ or $\textit{plausible}$ answers.
1 code implementation • 1 Apr 2024 • Gowthami Somepalli, Anubhav Gupta, Kamal Gupta, Shramay Palta, Micah Goldblum, Jonas Geiping, Abhinav Shrivastava, Tom Goldstein
We also propose a method to extract style descriptors that can be used to attribute style of a generated image to the images used in the training dataset of a text-to-image model.
1 code implementation • 13 Nov 2023 • Nishant Balepur, Shramay Palta, Rachel Rudinger
Chain-of-thought (COT) prompting can help large language models (LLMs) reason toward correct answers, but its efficacy in reasoning toward incorrect answers is unexplored.
no code implementations • 25 May 2022 • Shramay Palta, Haozhe An, Yifan Yang, Shuaiyi Huang, Maharshi Gor
Retrieval based open-domain QA systems use retrieved documents and answer-span selection over retrieved documents to find best-answer candidates.