3 papers
cs.CL2026
Teaching and Evaluating LLMs to Reason About Polymer Design Related Tasks
Dikshya Mohanty, Mohammad Saqib Hasan, Syed Mostofa Monsur +3
Research in AI4Science has shown promise in many science applications, including polymer design. However, current LLMs are ineffective in this problem space because: (i) most model…
cs.CL2026
A Longitudinal, Multinational, and Multilingual Corpus of News Coverage of the Russo-Ukrainian War
Dikshya Mohanty, Taisiia Sabadyn, Jelwin Rodrigues +3
We present DNIPRO, a corpus of 246K news articles from the Russo-Ukrainian war (Feb 2022 -- Aug 2024) spanning eleven outlets across five nation-states (Russia, Ukraine, U.S., U.K.…
cs.CL2026
Addressing the Ecological Fallacy in Larger LMs with Human Context
Nikita Soni, Dhruv Vijay Kunjadiya, Pratham Piyush Shah +3
Language model training and inference ignore a fundamental linguistic fact -- there is a dependence between multiple sequences of text written by the same person. Prior work has sh…