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Published at November 4

From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models

cs.LG

cs.AI

cs.SI

Released Date: November 4, 2024

Authors: Kangrui Ruan¹, Xinyang Wang², Xuan Di³

Aff.: ¹Institution 1; ²Institution 2; ³Institution 3

Arxiv: http://arxiv.org/abs/2411.02666v1

Refer to caption

Models	Human Verification Score		LLM Verification Score
	Travel Mode	Sentiment	Travel Mode	Sentiment
GPT-3.5	0.82	0.75	0.96	0.79
Llama2-7B	0.74	0.68	0.77	0.59
Mistral-7B	0.73	0.66	0.87	0.69