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This repository contains the code and slides for our workshop on data collection and inference with Large Language Models

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Workshop Data Collection with LLMs in Social Sciences

This repository contains the code and slides for our workshop on data collection and inference with Large Language Models. The materials on this page are CC-BY-4.0 licensed.

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More information & sign-up can be found on the website here.

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Technical details

  • No previous experience with LLMs is required
  • Participants should be able to understand and write R or python code
  • In python we will use langchain, in R we will use ellmer to interact with LLMs

Schedule

Time Title Required resource
09:30 LLM fundamentals for Social Sciences slides
10:15 Coffee break Coffee is provided!
10:30 Data collection with LLMs python, R
12:00 Break Lunch is provided!
12:45 Inference with LLM-collected data python, R
13:45 Conclusion & Q&A

Methods and software for inference with measurement error correction: sodascience/social_science_inferences_with_llms.

Contact

This project is developed and maintained by the ODISSEI Social Data Science (SoDa) team.

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Do you have questions, suggestions, or remarks? File an issue or feel free to contact Qixiang Fang or Erik-Jan van Kesteren.

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This repository contains the code and slides for our workshop on data collection and inference with Large Language Models

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