HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning

A new dataset for handling entailments with lexical and logical phenomena, called HELP, is introduced to investigate the shortcomings of neural models in monotonicity reasoning.

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Cite this as

Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui, Satoshi Sekine, Lasha Abzianidze, Johan Bos (2025). Dataset: HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning. https://doi.org/10.57702/vwshv5gt

DOI retrieved: January 2, 2025

Additional Info

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Created January 2, 2025
Last update January 2, 2025
Defined In https://doi.org/10.48550/arXiv.1904.12166
Author Hitomi Yanaka
More Authors
Koji Mineshima
Daisuke Bekki
Kentaro Inui
Satoshi Sekine
Lasha Abzianidze
Johan Bos
Homepage https://github.com/verypluming/HELP