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README.md
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Here, the first letter in each "word" denotes the piece and its color, the next two symbols indicate the square from which the piece moves, and the last two symbols indicate the square to which the piece moves. Thus, Pe2e4 is a move by a white pawn (uppercase letter, so the piece is white, the letter P indicates a pawn) from square e2 to square e4. More [details](https://www.w3.org/TR/2003/REC-PNG-20031110/).
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# Data
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I used [a collection of records of 5,400,137 chess games](https://github.com/rozim/ChessData). These are mainly games played at a high international level.
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B-f7 0.37208080291748047
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P-f7 0.3680253326892853
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```
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Here, the first letter in each "word" denotes the piece and its color, the next two symbols indicate the square from which the piece moves, and the last two symbols indicate the square to which the piece moves. Thus, Pe2e4 is a move by a white pawn (uppercase letter, so the piece is white, the letter P indicates a pawn) from square e2 to square e4. More [details](https://www.w3.org/TR/2003/REC-PNG-20031110/).
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Results presented in the [preprint](https://arxiv.org/abs/2407.19600).
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# Data
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I used [a collection of records of 5,400,137 chess games](https://github.com/rozim/ChessData). These are mainly games played at a high international level.
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B-f7 0.37208080291748047
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P-f7 0.3680253326892853
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```
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## BibTeX entry and citation info
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```
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@misc{orekhov2024youshall,
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title={You shall know a piece by the company it keeps. Chess plays as a data for word2vec models},
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author={Boris Orekhov},
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year={2024},
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eprint={2407.19600},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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```
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