专题：Advanced Text Analysis Techniques

This cluster of papers focuses on the automatic extraction of keywords from textual data using various techniques such as graph-based methods, unsupervised approaches, and neural networks. The research explores the application of linguistic knowledge and statistical information to improve the accuracy of keyword extraction from documents.
最新文献
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling

article Full Text OpenAlex

BERTAgent: The development of a novel tool to quantify agency in textual data.

article Full Text OpenAlex

RPerf: Mining User Reviews Using Topic Modeling to Assist Performance Testing: An Industrial Experience Report

article Full Text OpenAlex

Sentiment Analysis on Election Data Using Machine Learning and Ensemble Algorithms: An Ample Study

book-chapter Full Text OpenAlex

SARDG: A Strategic Approach for Recipe Recommendation Encompassing Dynamic Knowledge Stack Generation and Semantics

book-chapter Full Text OpenAlex

Advancing Sentiment Analysis: A Novel LSTM Framework with Multi-head Attention

preprint Full Text OpenAlex

A dual-phase framework for detecting authentic and computer-generated customer reviews using large language models

article Full Text OpenAlex

Toward Salient Key Phrase for Candidate Topic Detection

article Full Text OpenAlex

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

preprint Full Text OpenAlex

Auto-Insight: An Automobile Strategic Analyzer for Customer Insights and Market Positioning

book-chapter Full Text OpenAlex

近5年高被引文献
Twitter Sentiment Analysis: The Good the Bad and the OMG!

article Full Text OpenAlex 1228 FWCI23.826

Schematic Bases of Social Information Processing

book-chapter Full Text OpenAlex 934 FWCI41.065

BERTopic: Neural topic modeling with a class-based TF-IDF procedure

preprint Full Text OpenAlex 810 FWCI0

Understanding the Demographics of Twitter Users

article Full Text OpenAlex 768 FWCI18.827

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 760 FWCI102.604

Abstractive Text Summarization Using GAN

article Full Text OpenAlex 736 FWCI656.736

Event Detection in Twitter

article Full Text OpenAlex 717 FWCI9.513

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

article Full Text OpenAlex 659 FWCI66.933

A review on sentiment analysis and emotion detection from text

review Full Text OpenAlex 529 FWCI11.165

Sentiment Analysis and Opinion Mining

book-chapter Full Text OpenAlex 517 FWCI104.315