专题:Sentiment Analysis and Opinion Mining

This cluster of papers focuses on sentiment analysis and opinion mining, particularly in the context of social media and text mining. It covers various techniques such as lexicon-based methods, deep learning, aspect-based sentiment analysis, and machine learning for analyzing emotions and opinions in textual data from platforms like Twitter. The research also delves into emotion recognition and the impact of sentiment analysis on public perception.
最新文献
A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions

article Full Text OpenAlex

Multimodal Alignment and Fusion: A Survey

article Full Text OpenAlex

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition

article Full Text OpenAlex

Rolling Memory: A New Approach to Annotation with Generative LLMs in Social and Political Research

article Full Text OpenAlex

Emotion Detection from Speech Using CNN-BiLSTM with Feature Rich Audio Inputs

article Full Text OpenAlex

Ensemble transformer with post-hoc explanations for depression emotion and severity detection

article Full Text OpenAlex

CHORDS++: A Multidimensional Framework for Semantic Quality Assessment in AI - Generated Content

article Full Text OpenAlex

Advanced topic modeling with large language models: analyzing social media content from dementia caregivers

article Full Text OpenAlex

Traversing the landscape of aspect-based sentiment analysis: Delving deeper into techniques, trends, and future directions

article Full Text OpenAlex

Fusion of Local and Global Context in Large Language Models for Text Classification

article Full Text OpenAlex

近5年高被引文献
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

review Full Text OpenAlex 3411 FWCI449.9364

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 1334 FWCI174.8052

Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions

review Full Text OpenAlex 653 FWCI85.8781

Sentiment Analysis and Opinion Mining

book-chapter Full Text OpenAlex 528 FWCI76.7862

A systematic review and research perspective on recommender systems

review Full Text OpenAlex 527 FWCI157.5643

A systematic review on affective computing: emotion models, databases, and recent advances

review Full Text OpenAlex 515 FWCI91.1242

A Survey on Text Classification: From Traditional to Deep Learning

article Full Text OpenAlex 442 FWCI60.0135

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges

article Full Text OpenAlex 435 FWCI57.3783

Coronavirus Pandemic (COVID-19)

book-chapter Full Text OpenAlex 406 FWCI90.5406

Natural language processing applied to mental illness detection: a narrative review

review Full Text OpenAlex 399 FWCI84.3413