What is on your mind? Automated scoring of mindreading in childhood and early adolescence.
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
In this paper we present the first work on the automated scoring of mindreading ability in middle childhood and early adolescence. We create MIND-CA, a new corpus of 11,311 question-answer pairs in English from 1,066 children aged from 7 to 14. We perform machine learning experiments and carry out extensive quantitative and qualitative evaluation. We obtain promising results, demonstrating the applicability of state-of-the-art NLP solutions to a new domain and task.
|Title of host publication||Proceedings of the 28th International Conference on Computational Linguistics|
|Editors||Donia Scott, Nuria Bel, Chengqing Zong|
|Publication status||Published - 2 Dec 2020|
|Event||International Conference on Computational Linguistics - Barcelona, Spain|
Duration: 8 Dec 2020 → 13 Dec 2020
Conference number: 28
|Conference||International Conference on Computational Linguistics|
|Period||8/12/20 → 13/12/20|