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README.md
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- split: test
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path: data/test-*
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---
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- split: test
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path: data/test-*
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---
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# Dataset card for WordNet-TaxoLLaMA
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TaxoLLaMA is a model capable of solving Lexical Semantics task with SoTA metrics.
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The model was fine-tuned on instructive dataset WordNet-TaxoLLaMA. It consists of hypernym-hyponym pairs sampled from WordNet 3.0. As well, it contains definitions, that were used during training to help model disambiguate senses.
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## Input Format
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The TaxoLLaMA model was trained to use the following format :
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```
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<s>[INST] <<SYS>> You are a helpfull assistant. List all the possible words divided with a coma. Your answer should not include anything except the words divided by a coma<</SYS>>
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hyponym: tiger (large feline of forests in most of Asia having a tawny coat with black stripes)| hypernyms: [/INST]
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```
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We recommend you to follow this format, however you are free to change it to suite your task!
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## Citation
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If you find TaxoLLaMA or WordNet-TaxoLLaMA is useful in your work, please cite it with:
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```
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@misc{moskvoretskii2024taxollama,
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title={TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Sematic Tasks},
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author={Viktor Moskvoretskii and Ekaterina Neminova and Alina Lobanova and Alexander Panchenko and Irina Nikishina},
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year={2024},
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eprint={2403.09207},
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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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