4 papers · 1 filter
ElectroChemLLM: A Multimodal LLM Pipeline for High-Fidelity Electrochemical Informatics
Dikshya Mohanty, Manoj Praveen Nandigama, Kuldeepsinh Raj +10
Electrochemistry is central to solving many modern-day challenges, including energy storage systems for a sustainable future, and its advancement relies heavily on the data from pa…
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…
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…
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.…