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
A Language Model-Based Playlist Generation Recommender System

article Full Text OpenAlex

Adding references to Wordpress posts: updated kcite plugin

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MC2: Multi-concept Guidance for Customized Multi-concept Generation

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EventGPT: Event Stream Understanding with Multimodal Large Language Models

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Sentiment Analysis of Student’s Subjective Feedback Data Using Natural Language Processing

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Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts

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Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction

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Why Are Research Findings Supported by Experimental Data with High Probability Often False? --Critical Analysis of the Replication Crisis and Statistical Bias in Scientific Literature

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LETS-C: Leveraging Text Embedding for Time Series Classification

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Eliciting Textual Descriptions from Representations of Continuous Prompts

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

article Full Text OpenAlex 1238 FWCI24.09

Schematic Bases of Social Information Processing

book-chapter Full Text OpenAlex 936 FWCI41.58

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

preprint Full Text OpenAlex 931 FWCI0

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 907 FWCI110.601

Understanding the Demographics of Twitter Users

article Full Text OpenAlex 775 FWCI18.934

Abstractive Text Summarization Using GAN

article Full Text OpenAlex 736 FWCI398.961

Event Detection in Twitter

article Full Text OpenAlex 720 FWCI9.517

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

article Full Text OpenAlex 715 FWCI67.164

A review on sentiment analysis and emotion detection from text

review Full Text OpenAlex 583 FWCI11.222

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

article Full Text OpenAlex 574 FWCI450.625