@inproceedings{zinova-etal-2025-linking,
title = "Linking language model predictions to human behaviour on scalar implicatures",
author = "Zinova, Yulia and
Arps, David and
Spalek, Katharina and
Romoli, Jacopo",
editor = "Liu, Kang and
Song, Yangqiu and
Han, Zhen and
Sifa, Rafet and
He, Shizhu and
Long, Yunfei",
booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
month = jan,
year = "2025",
address = "Abu Dhabi, UAE",
publisher = "ELRA and ICCL",
url = "https://aclanthology.org/2025.neusymbridge-1.10/",
pages = "97--106",
abstract = "We explore the behaviour of language models on adjectival scales in connection with negation when prompted with material used in human experiments. We propose several metrics extracted from the model predictions and analyze those metrics in relation to human data as well as use them to propose new items to be tested in human experiments."
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<abstract>We explore the behaviour of language models on adjectival scales in connection with negation when prompted with material used in human experiments. We propose several metrics extracted from the model predictions and analyze those metrics in relation to human data as well as use them to propose new items to be tested in human experiments.</abstract>
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%0 Conference Proceedings
%T Linking language model predictions to human behaviour on scalar implicatures
%A Zinova, Yulia
%A Arps, David
%A Spalek, Katharina
%A Romoli, Jacopo
%Y Liu, Kang
%Y Song, Yangqiu
%Y Han, Zhen
%Y Sifa, Rafet
%Y He, Shizhu
%Y Long, Yunfei
%S Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025
%D 2025
%8 January
%I ELRA and ICCL
%C Abu Dhabi, UAE
%F zinova-etal-2025-linking
%X We explore the behaviour of language models on adjectival scales in connection with negation when prompted with material used in human experiments. We propose several metrics extracted from the model predictions and analyze those metrics in relation to human data as well as use them to propose new items to be tested in human experiments.
%U https://aclanthology.org/2025.neusymbridge-1.10/
%P 97-106
Markdown (Informal)
[Linking language model predictions to human behaviour on scalar implicatures](https://aclanthology.org/2025.neusymbridge-1.10/) (Zinova et al., NeusymBridge 2025)
ACL