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Sentiment analysis in the era of large language models a reality check (94) 사진

AI-Driven Sentiment Analysis: A Unified Framework for Strategic Insights in Tourism

An AI based cross‐language aspect‐level sentiment analysis model using English corpus - Chen - 2024 - Engineering Reports - Wiley Online Library

20+ Sentiment Analysis Tools & Software for 2026 to Unlock Emotions

Comparison of commercial decoder-only large language models for multilingual sentiment analysis of short text | Journal of Social Media Research

A Sentiment Analysis Example for Every Industry (15 Examples) - Numerous.ai

Introduction to Large Language Models: Everything You Need to Know for 2025 [+Resources] | Lakera – Protecting AI teams that disrupt the world.

Frontiers | MultiSentimentArcs: a novel method to measure coherence in multimodal sentiment analysis for long-form narratives in film

Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models | International Journal of Machine Learning and Cybernetics

A systematic literature review on sentiment analysis techniques, challenges, and future trends | Knowledge and Information Systems | Springer Nature Link

Using natural language processing to analyse text data in behavioural science | Nature Reviews Psychology

Large language models meet text-centric multimodal sentiment analysis: a survey

Choosing the right language model for your NLP use case | Towards Data Science

20+ Sentiment Analysis Tools & Software for 2026 to Unlock Emotions

A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage

Comparing Machine Learning Models for Sentiment Analysis and Rating Prediction of Vegan and Vegetarian Restaurant Reviews

Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models | International Journal of Machine Learning and Cybernetics

arXiv:2406.19358v1 [cs.CL] 27 Jun 2024

Text sentiment analysis based on LLaMA models

Revisiting sentiment analysis for software engineering in the era of large language models

AI-Driven Sentiment Analysis: A Unified Framework for Strategic Insights in Tourism

Unleashing the potential of prompt engineering for large language models: Patterns

Large language models meet text-centric multimodal sentiment analysis: a survey

Evaluating Large Language Models: Methods, Best Practices & Tools | Lakera – Protecting AI teams that disrupt the world.

The Impact of AI Sentiment Analysis: Benefits and Use Cases

Sentiment Analysis on Large Language Models: Unveiling Attitudes and Emotions in Text | by Everton Gomede, PhD | Artificial Intelligence in Plain English

Evaluation and Improvement of Test Selection for Large Language Models - Quan - 2025 - Journal of Software: Evolution and Process - Wiley Online Library

Sentiment Analysis Explained: From Theory to Real-World Applications

Targeted Distillation for Sentiment Analysis

Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent | Scientific Reports

Towards Better Sentiment Analysis in the Turkish Language: Dataset Improvements and Model Innovations

We Need to Talk About Sentiment Analysis | by Kristof Boghe | The Startup | Medium

A review of large language models and autonomous agents in chemistry - Chemical Science (RSC Publishing) DOI:10.1039/D4SC03921A

We Need to Talk About Sentiment Analysis | by Kristof Boghe | The Startup | Medium

A Literature Review of Textual Cyber Abuse Detection Using Cutting‐Edge Natural Language Processing Techniques: Language Models and Large Language Models - Diaz‐Garcia - 2025 - WIREs Data Mining and Knowledge Discovery -

The Impact of AI Sentiment Analysis: Benefits and Use Cases

Large language models meet NLP: a survey

Frontiers | MultiSentimentArcs: a novel method to measure coherence in multimodal sentiment analysis for long-form narratives in film

Sentiment Analysis of Big Data: Methods, Applications, and Open Challenges

Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models | International Journal of Machine Learning and Cybernetics

The great Transformer: Examining the role of large language models in the political economy of AI - Dieuwertje Luitse, Wiebke Denkena, 2021

A Survey on the Impact of Pre-Trained Language Models in Sentiment Classification Task | International Journal of Data Science and Analytics

PDF) Large Language Models Powered Aspect-Based Sentiment Analysis for Enhanced Customer Insights

Frontiers | Sentiment analysis in public health: a systematic review of the current state, challenges, and future directions

Sentiment Analysis Explained: From Theory to Real-World Applications

Benchmark Evaluations, Applications, and Challenges of Large Vision Language Models: A Survey - Article (Preprint v1) by Zongxia Li et al. | Qeios

A review of large language models and autonomous agents in chemistry - Chemical Science (RSC Publishing) DOI:10.1039/D4SC03921A

Towards Better Sentiment Analysis in the Turkish Language: Dataset Improvements and Model Innovations

Rethinking news framing with large language models | Scientific Reports

Sentiment analysis of code-mixed Dravidian languages leveraging pretrained model and word-level language tag | Natural Language Processing | Cambridge Core

Large language models meet text-centric multimodal sentiment analysis: a survey

Do you actually need an LLM? Rethinking language models for customer reviews analysis | Artificial Intelligence Review | Springer Nature Link

What is Sentiment Analysis & How To Leverage It?

20+ Sentiment Analysis Tools & Software for 2026 to Unlock Emotions

Large language models meet NLP: a survey

We Need to Talk About Sentiment Analysis | by Kristof Boghe | The Startup | Medium

A big AI misconception: It’s NOT just regurgitating the internet., Matt Wolfe breaks down how large language models actually work. , See Matt Wolfe at Social Media Marketing World: ...

Towards Better Sentiment Analysis in the Turkish Language: Dataset Improvements and Model Innovations

Sentiment analysis of code-mixed Dravidian languages leveraging pretrained model and word-level language tag | Natural Language Processing | Cambridge Core

20+ Sentiment Analysis Tools & Software for 2026 to Unlock Emotions

Frontiers | Sentiment analysis in public health: a systematic review of the current state, challenges, and future directions

20+ Sentiment Analysis Tools & Software for 2026 to Unlock Emotions

Context engineering for large language models

Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models | International Journal of Machine Learning and Cybernetics

Financial sentiment analysis: Classic methods vs. deep learning models - Aikaterini Karanikola, Gregory Davrazos, Charalampos M. Liapis, Sotiris Kotsiantis, 2023

Unraveling the Potential of Large Language Models for Sentiment Analysis | The Future of Words

PDF) Large Language Models for Sentiment Analysis to Detect Social Challenges: A Use Case with South African Languages

Large language models empowered agent-based modeling and simulation: a survey and perspectives | Humanities and Social Sciences Communications

What Is Sentiment Analysis and Why Does It Matter? | NVIDIA Glossary

A Survey on Large Language Models: Applications, Challenges, Limitations, and Practical Usage

A Classification of Large Language Models Capabilities | by Patrick Meyer | Generative AI

Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury T

Greek ANEW: An Affective Lexicon for the Greek Language and a Polarity Detection application | by Elisavet Palogiannidi | Medium

Evaluating Large Language Models: Methods, Best Practices & Tools | Lakera – Protecting AI teams that disrupt the world.

The Impact of AI Sentiment Analysis: Benefits and Use Cases

From dictionaries to LLMs – an evaluation of sentiment analysis techniques for German language data | Computational Humanities Research | Cambridge Core

Sentiment analysis of code-mixed Dravidian languages leveraging pretrained model and word-level language tag | Natural Language Processing | Cambridge Core

Old Reviews, New Aspects: Aspect Based Sentiment Analysis and Entity Typing for Book Reviews with LLMs

Sentiment Analysis Explained: From Theory to Real-World Applications

Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent | Scientific Reports

Comparing Machine Learning Models for Sentiment Analysis and Rating Prediction of Vegan and Vegetarian Restaurant Reviews

Benchmark Evaluations, Applications, and Challenges of Large Vision Language Models: A Survey - Article (Preprint v1) by Zongxia Li et al. | Qeios

Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions

Frontiers | Large Language Models in equity markets: applications, techniques, and insights

Large Language Models in Finance: A Survey

We Need to Talk About Sentiment Analysis | by Kristof Boghe | The Startup | Medium

Large language model to multimodal large language model: A journey to shape the biological macromolecules to biological sciences and medicine: Molecular Therapy Nucleic Acids