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
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review

review Full Text OpenAlex

Sentiment analysis of student feedback: A comparative study employing lexicon and machine learning techniques

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NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations

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Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis

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DCASAM: advancing aspect-based sentiment analysis through a deep context-aware sentiment analysis model

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Exploring Tourist Experience through Online Reviews Using Aspect-Based Sentiment Analysis with Zero-Shot Learning for Hospitality Service Enhancement

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Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysis

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A Comparative Study of Sentiment Classification Models for Greek Reviews

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A New Decision Support System for Enhancing Tourism Destination Management and Competitiveness

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Consumer segmentation with large language models

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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 3102 FWCI601.10237829

SimCSE: Simple Contrastive Learning of Sentence Embeddings

article Full Text OpenAlex 2283 FWCI232.48696393

Coronavirus Pandemic (COVID-19)

article Full Text OpenAlex 1616 FWCI192.88858723

Deep Learning--based Text Classification

review Full Text OpenAlex 1294 FWCI145.47778598

Twitter Sentiment Analysis: The Good the Bad and the OMG!

article Full Text OpenAlex 1233 FWCI31.88940798

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 1170 FWCI229.08461974

Modeling Public Mood and Emotion: Twitter Sentiment and Socio-Economic Phenomena

article Full Text OpenAlex 941 FWCI21.87105415

A comprehensive survey on sentiment analysis: Approaches, challenges and trends

article Full Text OpenAlex 806 FWCI90.3062881

A review on sentiment analysis and emotion detection from text

review Full Text OpenAlex 692 FWCI70.9750983

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

review Full Text OpenAlex 572 FWCI111.99692521