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

article Full Text OpenAlex

Citation classification and key phrase extraction in legal texts using machine learning: an examination of the legal text classification dataset

article Full Text OpenAlex

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

article Full Text OpenAlex

Generative AI-based intelligent patent summarization for intellectual property knowledge communication and cooperation

article Full Text OpenAlex

Natural Language Processing-Driven Document Summarization Using Attention-Guided Memory-Augmented Transformer

article Full Text OpenAlex

Real-Time Question Generation from Educational Video Lectures using Deep Learning

article Full Text OpenAlex

An approach to design resource retrieval for large language models based on chain-of-thoughts prompts derived from designer thinking patterns

article Full Text OpenAlex

An Approach for Evaluating Semantic Similarity in Research Papers via Siamese BERT Architecture

book-chapter Full Text OpenAlex

Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning

article Full Text OpenAlex

FinMTEB: Finance Massive Text Embedding Benchmark

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 1375 FWCI176.7855

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

preprint Full Text OpenAlex 1298 FWCI0

RoFormer: Enhanced transformer with Rotary Position Embedding

article Full Text OpenAlex 1259 FWCI207.9389

Schematic Bases of Social Information Processing

book-chapter Full Text OpenAlex 924 FWCI50.3246

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

article Full Text OpenAlex 841 FWCI714.1032

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 685 FWCI87.3512

Sentiment Analysis and Opinion Mining

book-chapter Full Text OpenAlex 532 FWCI75.725

A Survey on Text Classification: From Traditional to Deep Learning

article Full Text OpenAlex 450 FWCI60.8264

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

article Full Text OpenAlex 450 FWCI104.279