VADER

A developer's analysis reveals that sentiment analysis is harder than it appears, with challenges stemming from underspecified labels, structural issues like negation and sarcasm, and domain-specific …

A new multi-agent committee called TriAgent, described in arXiv:2607.19794v1, achieves cost-efficient financial sentiment analysis by routing queries through a word-level lexicon (VADER), a sentence-l…