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@@ -18,7 +18,7 @@ model-index:
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  This model is the **baseline 19-way value detector** from the paper:
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  > *Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum*
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- > Víctor Yeste, Paolo Rosso (2025)
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  It is a **multi-label classifier** over the **19 refined Schwartz basic values**, trained on the **English, machine-translated** portion of the ValueEval'24 / ValuesML corpus.
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@@ -224,7 +224,7 @@ The paper reports:
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  For full details, please refer to the paper:
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  Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
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- Víctor Yeste, Paolo Rosso (2025)
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  ---
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@@ -261,11 +261,14 @@ Please obtain and use that data under its own license and Data Usage Agreement.
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  If you use this model or the associated code in your research, please cite:
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  ```
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- @article{yeste2025humanvalues,
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- title = {Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum},
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- author = {Yeste, Víctor and Rosso, Paolo},
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- journal = {arXiv preprint arXiv:-},
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- year = {2026}
 
 
 
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  }
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  ```
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  This model is the **baseline 19-way value detector** from the paper:
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  > *Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum*
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+ > Víctor Yeste, Paolo Rosso (2026)
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  It is a **multi-label classifier** over the **19 refined Schwartz basic values**, trained on the **English, machine-translated** portion of the ValueEval'24 / ValuesML corpus.
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  For full details, please refer to the paper:
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  Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
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+ Víctor Yeste, Paolo Rosso (2026)
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  ---
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  If you use this model or the associated code in your research, please cite:
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  ```
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+ @misc{yeste2026humanvaluessinglesentence,
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+ title={Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum},
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+ author={Víctor Yeste and Paolo Rosso},
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+ year={2026},
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+ eprint={2601.14172},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2601.14172},
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  }
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  ```
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