24 citations · 29 across the 11 of their papers we have counts for
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cs.CL2024
LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research
Yi Yang, Hanyu Duan, Jiaxin Liu +1
The increasing use of text as data in social science research necessitates the development of valid, consistent, reproducible, and efficient methods for generating text-based conce…
cs.CL2024
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives
Jiaxin Liu, Yi Yang, Kar Yan Tam
In this paper, we introduce the Financial-STS task, a financial domain-specific NLP task designed to measure the nuanced semantic similarity between pairs of financial narratives.…
cs.CL2024★ 4 cited
Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States
Hanyu Duan, Yi Yang, Kar Yan Tam
Large Language Models (LLMs) can make up answers that are not real, and this is known as hallucination. This research aims to see if, how, and to what extent LLMs are aware of hall…