3 papers
cs.CL2026
A Systematic Comparison of Prompting and Multi-Agent Methods for LLM-based Stance Detection
Genan Dai, Zini Chen, Yi Yang +1
Stance detection identifies the attitude of a text author toward a given target. Recent studies have explored various LLM-based strategies for this task, from zero-shot prompting t…
cs.CL2026
Mind the Shift: Decoding Monetary Policy Stance from FOMC Statements with Large Language Models
Yixuan Tang, Yi Yang
Federal Open Market Committee (FOMC) statements are a major source of monetary-policy information, and even subtle changes in their wording can move global financial markets. A cen…
cs.CL2025
C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset
Fuqiang Niu, Yi Yang, Xianghua Fu +2
Stance detection has become an essential tool for analyzing public discussions on social media. Current methods face significant challenges, particularly in Chinese language proces…