# Sahlgren 2016: The Effects of Data Size and Frequency Range on Distributional Semantic Models

> Magnus Sahlgren, Alessandro Lenci, 2016. 1 records on Mysteries Department cite it. Listed with other work on word embeddings in the bibliography of the…

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# The Effects of Data Size and Frequency Range on Distributional Semantic Models

Magnus Sahlgren, Alessandro Lenci, 2016. _Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing_.

Compares distributional word-meaning models across corpus sizes and word frequencies, finding that neural models do poorly on small data.

**Voynich Manuscript** Articledoi: **[10.18653/v1/d16-1099](https://doi.org/10.18653/v1/d16-1099)** Checked against the original0

## What it's used for here

Listed with other work on word embeddings in the bibliography of the inductive-methods survey.

## Cited by on this site 1 record

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## Cite it

```
Sahlgren, M., & Lenci, A. (2016). The Effects of Data Size and Frequency Range on Distributional Semantic Models. Proceedings of the 2016 Conference on Empirical Methods in Natural
 Language Processing. https://doi.org/10.18653/v1/d16-1099
```

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