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  ***RelEntLess*** is a new benchmark, in which entity pairs have to be ranked according to how much they satisfy a given graded relation.
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  Essentially, the task is a ranking task where we provide five prototypical examples to each relation. Following brief description of each relation type
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  is used in our baseline in addition to the prototypical examples.
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- Please check our paper "[A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](paper-link)" for more detail.
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  THe test set is private at the moment.
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  ```python
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  ## Dataset Description
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  - **Repository:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
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- - **Paper:** [A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](paper-link)
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  - **Dataset:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
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  ### Dataset Summary
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  ### Citation Information
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  ```
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- TBA
 
 
 
 
 
 
 
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  ```
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  ### LICENSE
 
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  ***RelEntLess*** is a new benchmark, in which entity pairs have to be ranked according to how much they satisfy a given graded relation.
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  Essentially, the task is a ranking task where we provide five prototypical examples to each relation. Following brief description of each relation type
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  is used in our baseline in addition to the prototypical examples.
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+ Please check our paper "[A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](https://arxiv.org/abs/2305.15002)" for more detail.
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  THe test set is private at the moment.
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  ```python
 
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  ## Dataset Description
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  - **Repository:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
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+ - **Paper:** [A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](https://arxiv.org/abs/2305.15002)
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  - **Dataset:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
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  ### Dataset Summary
 
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  ### Citation Information
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  ```
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+ @misc{ushio2023relentless,
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+ title={A RelEntLess Benchmark for Modelling Graded Relations between Named Entities},
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+ author={Asahi Ushio and Jose Camacho Collados and Steven Schockaert},
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+ year={2023},
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+ eprint={2305.15002},
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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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  ### LICENSE