What is on your mind? Automated scoring of mindreading in childhood and early adolescence.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

Colleges, School and Institutes

Abstract

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.

Details

Original languageEnglish
Title of host publicationProceedings of the 28th International Conference on Computational Linguistics
EditorsDonia Scott, Nuria Bel, Chengqing Zong
Publication statusPublished - 2 Dec 2020
EventInternational Conference on Computational Linguistics - Barcelona, Spain
Duration: 8 Dec 202013 Dec 2020
Conference number: 28
https://www.aclweb.org/anthology/volumes/2020.coling-main/

Conference

ConferenceInternational Conference on Computational Linguistics
Abbreviated titleCOLING
CountrySpain
CityBarcelona
Period8/12/2013/12/20
Internet address