4 citations · 7 across the 5 of their papers we have counts for
6 papers · 1 filter
Measuring Scalar Constructs in Social Science with LLMs
Hauke Licht, Rupak Sarkar, Patrick Y. Wu +4
Many constructs that characterize language, like its complexity or emotionality, have a naturally continuous semantic structure; a public speech is not just "simple" or "complex,"…
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation
Rupak Sarkar, Bahareh Sarrafzadeh, Nirupama Chandrasekaran +4
Human-LLM conversations are increasingly becoming more pervasive in peoples' professional and personal lives, yet many users still struggle to elicit helpful responses from LLM Cha…
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs
Rupak Sarkar, Neha Srikanth, Taylor Hudson +3
While it is commonly accepted that maintaining common ground plays a role in conversational success, little prior research exists connecting conversational grounding to success in…
Are Neural Topic Models Broken?
Alexander Hoyle, Pranav Goel, Rupak Sarkar +1
Recently, the relationship between automated and human evaluation of topic models has been called into question. Method developers have staked the efficacy of new topic model varia…
Are Chess Discussions Racist? An Adversarial Hate Speech Data Set
Rupak Sarkar, Ashiqur R. KhudaBukhsh
On June 28, 2020, while presenting a chess podcast on Grandmaster Hikaru Nakamura, Antonio Radić's YouTube handle got blocked because it contained "harmful and dangerous" content.…
We Don't Speak the Same Language: Interpreting Polarization through Machine Translation
Ashiqur R. KhudaBukhsh, Rupak Sarkar, Mark S. Kamlet +1
Polarization among US political parties, media and elites is a widely studied topic. Prominent lines of prior research across multiple disciplines have observed and analyzed growin…