3 papers
stat.CO2026
Theory Discovery in Social Networks: Automating ERGM Specification with Large Language Models
Yidan Sun, Mayank Kejriwal
Understanding how social networks form, whether through reciprocity, shared attributes, or triadic closure, is central to computational social science. Exponential Random Graph Mod…
cs.CL2026
Beyond the Star Rating: A Scalable Framework for Aspect-Based Sentiment Analysis Using LLMs and Text Classification
Vishal Patil, Shree Vaishnavi Bacha, Revanth Yamani +2
Customer-provided reviews have become an important source of information for business owners and other customers alike. However, effectively analyzing millions of unstructured revi…
cs.CL2025
Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning
Cole Gawin, Yidan Sun, Mayank Kejriwal
Large language models (LLMs) have achieved remarkable performance in generating human-like text and solving reasoning tasks of moderate complexity, such as question-answering and m…