专题:Computational and Text Analysis Methods

This cluster of papers focuses on the application of computational text analysis methods, such as topic modeling, machine learning, and natural language processing, in social science research. It explores the use of these methods for quantitative analysis of textual data, automated content classification, and uncovering patterns and trends in large text corpora.
最新文献
rdocdump: Dump 'R' Package Source, Documentation, and Vignettes into One File

dataset Full Text OpenAlex

South Korean Election Campaign Booklet and Party Statements Corpora

article Full Text OpenAlex

Generative AI and its disruptive challenge to journalism: an institutional analysis

article Full Text OpenAlex

Errors in Reported Effect Sizes

erratum Full Text OpenAlex

Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification

article Full Text OpenAlex

One AI world, one dream? Cross-platform comparative study of sociotechnical imaginaries of artificial intelligence on X and Weibo

article Full Text OpenAlex

The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection

article Full Text OpenAlex

Narrative Classification

book-chapter Full Text OpenAlex

Anime popularity prediction before huge investments: a multimodal approach using deep learning

article Full Text OpenAlex

Methodology and Benchmark for Automated Driving Theory Test of Large Language Models

article Full Text OpenAlex

近5年高被引文献
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

preprint Full Text OpenAlex 1488 FWCI0

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

article Full Text OpenAlex 1289 FWCI116.784

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

article Full Text OpenAlex 522 FWCI433.302

StereoSet: Measuring stereotypical bias in pretrained language models

article Full Text OpenAlex 440 FWCI37.39

Inductive content analysis: A guide for beginning qualitative researchers

article Full Text OpenAlex 352 FWCI189.858

Out of One, Many: Using Language Models to Simulate Human Samples

article Full Text OpenAlex 313 FWCI417.392

Homophily and Latent Attribute Inference: Inferring Latent Attributes of Twitter Users from Neighbors

article Full Text OpenAlex 313 FWCI6.438

Integrating explanation and prediction in computational social science

article Full Text OpenAlex 289 FWCI333.085

The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms

article Full Text OpenAlex 284 FWCI27.708

Discriminating Data

book Full Text OpenAlex 269 FWCI70.746