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Comparing Llm-Based Topic Modeling and Sentiment Analysis with Human Evaluation of Consumer Insights

https://doi.org/10.2139/ssrn.5362200
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s41060-024-00594-xopenalex-snapshot
A review of sentiment analysis: tasks, applications, and deep learning techniques
inferredcites →https://doi.org/10.1016/j.eswa.2015.02.055openalex-snapshot
An analysis of the coherence of descriptors in topic modeling
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2017.06.004openalex-snapshot
Business intelligence in online customer textual reviews: Understanding consumer perceptions and influential factors
inferredcites →https://doi.org/10.1016/j.jbusres.2014.11.006openalex-snapshot
What makes online reviews helpful? A diagnosticity-adoption framework to explain informational and normative influences in e-WOM
inferredcites →https://doi.org/10.1016/j.knosys.2021.107134openalex-snapshot
A comprehensive survey on sentiment analysis: Approaches, challenges and trends
inferredcites →https://doi.org/10.1016/j.psychres.2024.115724openalex-snapshot
Psychiatrists’ experiences and opinions of generative artificial intelligence in mental healthcare: An online mixed methods survey
inferredcites →https://doi.org/10.1016/j.techfore.2023.122634openalex-snapshot
Social companionship with artificial intelligence: Recent trends and future avenues
inferredcites →https://doi.org/10.1109/icices.2013.6508366openalex-snapshot
Sentiment analysis and classification based on textual reviews
inferredcites →https://doi.org/10.1109/taffc.2020.3038167openalex-snapshot
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research
inferredcites →https://doi.org/10.1162/tacl_a_00325openalex-snapshot
Topic Modeling in Embedding Spaces
inferredcites →https://doi.org/10.1177/0165551515598926openalex-snapshot
The megaphone of the people? Spanish SentiStrength for real-time analysis of political tweets
inferredcites →https://doi.org/10.1609/icwsm.v6i1.14321openalex-snapshot
Visualizing Topic Models
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.96openalex-snapshot
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
inferredcites →https://doi.org/10.18653/v1/2024.findings-naacl.246openalex-snapshot
Sentiment Analysis in the Era of Large Language Models: A Reality Check
inferredcites →https://doi.org/10.18653/v1/2026.acl-long.147openalex-snapshot
Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
inferredcites →https://doi.org/10.3390/info12020078openalex-snapshot
Topic Modeling and Sentiment Analysis of Online Review for Airlines
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1702.08608openalex-snapshot
Towards A Rigorous Science of Interpretable Machine Learning
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
inferredcites →https://doi.org/10.48550/arxiv.2303.12712openalex-snapshot
Sparks of Artificial General Intelligence: Early experiments with GPT-4
inferredcites →https://doi.org/10.51594/ijmer.v4i12.1537openalex-snapshot
Impact of AI-Enabled A/B Testing on Product Performance in E-commerce Platforms
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0082openalex-snapshot
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