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Marxist LLM

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What if we measure things with these?

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What is the role of Weltanschauung in (computational) social science?

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  • Karl Marx & Friedrich Engels: The Communist Manifesto
  • Karl Marx: A Contribution to the Critique of Political
  • Karl Marx & Friedrich Engels: Revolution and Counter-Revolution; Or, Germany in 1848
  • Karl Marx : Secret Diplomatic History of The Eighteenth Century
  • Friedrich Engels: The origin of the family, private property, and the state
  • Karl Marx: The Eighteenth Brumaire of Louis Bonaparte
  • Friedrich Engels: The Condition of the Working-Class in England in 1844

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  • Karl Marx & Friedrich Engels: The Communist Manifesto
  • Karl Marx: A Contribution to the Critique of Political
  • Karl Marx & Friedrich Engels: Revolution and Counter-Revolution; Or, Germany in 1848
  • Karl Marx : Secret Diplomatic History of The Eighteenth Century
  • Friedrich Engels: The origin of the family, private property, and the state
  • Karl Marx: The Eighteenth Brumaire of Louis Bonaparte
  • Friedrich Engels: The Condition of the Working-Class in England in 1844

GPT2

DistilGPT2

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BERT

DistilBERT

Roberta

Deberta

DistilRoberta

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Marxist LLM

The purpose of companies is to develop the basic characteristics of the business at a low cost through effective marketing, product development and quality control and to maximize the sales potential of the company in a meaningful way

Marxist LLM: Workers of the world need to see more transparency in their work, the need to look carefully at the work and see if people feel compelled to do that.

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Marxist LLM

The purpose of companies is to develop the basic characteristics of the business at a low cost through effective marketing, product development and quality control and to maximize the sales potential of the company in a meaningful way

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Marxist LLM: The purpose of companies is to “establish the mutual interest of the workers” (Dale), "in keeping with their particular interests and in keeping with the general progress of industry.”

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Marxist LLM

The problem with current economy is I don't like capitalism... why is capitalism the only way to be happy? It does nothing to be happy so far...it leaves it in a position with no incentive to be happyto do that.

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Marxist LLM

The problem with current economy is I don't like capitalism... why is capitalism the only way to be happy? It does nothing to be happy so far...it leaves it in a position with no incentive to be happy

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Marxist LLM: The problem with current economy is The interest paid by the bourgeoisie in the production of commodities must be diminished, and the prices of commodities falling in proportion to the general rise in the price of commodities. The result appears to be,

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Kozlowski, A. C., Taddy, M., & Evans, J. A. (2019). The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings. American Sociological Review, 84(5), 905–949. https://doi.org/10.1177/0003122419877135

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Source code:

https://github.com/uh-soco/marxists-llm

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Preprint: https://osf.io/preprints/socarxiv/fkj63

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matti.nelimarkka@helsinki.fi