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
Narrative-Integrated Thematic Analysis (NITA): How can LLMs support theme generation without coding?

article Full Text OpenAlex

RankCut: A Ranking-Based LLM Approach to Extractive Summarization for Transcript-Based Video Editing

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Interest-Driven Search in AI-Mediated Information Environments: An Audio Diary Study

article Full Text OpenAlex

An Exploration of Conversation Enhanced Browsing with Hypergraph of Text

article Full Text OpenAlex

Preferred reporting items for concept analysis in nursing: a systematic review

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Hybrid extractive–abstractive summarization of scientific texts via deep clustering and attention mechanism

article Full Text OpenAlex

DCCL: Question-guided dual-channel contrastive learning framework for emotion-cause pair extraction

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LLM-generated book indexes: can they replace professionally created indexes?

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Content Generation Through the Integration of Markov Chains and Semantic Technology (CGMCST)

article Full Text OpenAlex

TOPOLOGY OF DYNAMIC NETWORKS OF KNOWLEDGE OF MICROLEARNING CONTENT: TOPIC MODELING APPROACHES

article Full Text OpenAlex

近5年高被引文献
A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 1334 FWCI174.8052

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

preprint Full Text OpenAlex 1268 FWCI0

RoFormer: Enhanced transformer with Rotary Position Embedding

article Full Text OpenAlex 1125 FWCI193.6452

Schematic Bases of Social Information Processing

book-chapter Full Text OpenAlex 923 FWCI45.6863

A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts

article Full Text OpenAlex 796 FWCI702.3055

Abstractive Text Summarization Using GAN

article Full Text OpenAlex 735 FWCI266.9585

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 Survey on Text Classification: From Traditional to Deep Learning

article Full Text OpenAlex 442 FWCI60.0135

Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods

article Full Text OpenAlex 395 FWCI100.8764