• Using Large Language Model Annotations for the Social Sciences🔍
• Using Large Language Model Annotations for the Social Sciences ...🔍
• Using Large Language Model Annotations for Valid Downstream ...🔍
• Large Language Models 🔍
• Prompt Selection Matters🔍
• The Risks of Using Large Language Models for Text Annotation in ...🔍
• Large Language Models for the Modern Social Scientist🔍
• Can Large Language Models Transform Computational Social ...🔍

Using Large Language Model Annotations for the Social Sciences

Social scientists use automated annotation methods, such as supervised machine learn- ing and, more recently, large language models (LLMs), that ...

Using Large Language Model Annotations for the Social Sciences ...

Using Large Language Model Annotations for the Social Sciences: A General Framework of Using Predicted Variables in Downstream Analyses. Contents. A ...

Using Large Language Model Annotations for Valid Downstream ...

Title:Using Large Language Model Annotations for Valid Downstream Statistical Inference in Social Science: Design-Based Semi-Supervised Learning.

Large Language Models (LLMs) in Social Science Research - Reddit

Joshua Cova and Luuk Schmitz have shared slides from a recent workshop on using Large Language Models in Social Science Research.

Prompt Selection Matters: Enhancing Text Annotations for Social ...

Abstract:Large Language Models have recently been applied to text annotation tasks from social sciences, equalling or surpassing the ...

The Risks of Using Large Language Models for Text Annotation in ...

We propose a framework for social scientists to adopt LLMs to text annotation, either as the primary coding decision-maker or as a coding ...

Large Language Models for the Modern Social Scientist - YouTube

... social science workflows. This workshop does not require any previous knowledge and will focus on practical aspects using LLMs as research ...

The Risks of Using Large Language Models for Text Annotation in ...

Generative artificial intelligence (AI) or large language models (LLMs) have revolutionized computational social science, particularly in automated textual ...

Can Large Language Models Transform Computational Social ...

In summary, LLMs are posed to meaningfully participate in social science analysis in partnership with humans. 1. Introduction. The most surprising scientific ...

Can Large Language Models Transform Computational Social ...

On taxonomic labeling tasks (classification), LLMs fail to outperform the best fine-tuned models but still achieve fair levels of agreement with ...

Introduction to Large Language Models (LLMs) in Social Sciences ...

Working with language and text can be challenging, but now we have a new tool, Large Language Models (LLMs), that offers a new way to not ...

Enhancing Text Annotations for Social Sciences with Large ...

Large Language Models have recently been applied to text annotation tasks from social sciences, equalling or surpassing the performance of human workers at ...

Prompt Selection Matters: Enhancing Text Annotations for Social ...

Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models. Louis Abraham (1) , Charles Arnal (2) , Antoine Marie (3).

Using Large Language Model Annotations for Valid Downstream ...

The recent advancements in large language models (LLMs) can lower costs for CSS research by annotating documents cheaply at scale, but such ...

Getting Inference Right with LLM Annotations in the Social Sciences ...

Abstract: Text as data methods, including large language models (LLMs), have allowed social scientists to measure a wide range of properties of ...

Best Practices for Text Annotation with Large Language Models

Large Language Models (LLMs) have ushered in a new era of text annotation, as their ease-of-use, high accuracy, and relatively low costs have ...

Using Large Language Model Annotations for Valid Downstream ...

Using Large Language Model Annotations for Valid Downstream Statistical Inference in Social Science: Design-Based Semi-Supervised Learning · Naoki Egami, Musashi ...

Large language models as a substitute for human experts in ...

To date, text-as-data methods rely on large volumes of human-annotated training examples, which place a premium on researcher resources. However ...

Using Large Language Models for Qualitative Analysis can ...

Large Language Models (LLMs) are quickly becoming ubiquitous, but the implications for social science research are not yet well understood.

The Use of LLMs to Annotate Data in Management Research

... social science research is data annotation ... Using Large Language Model. Annotations for the Social Sciences : A General Framework of Using Predicted Variables.