Predicting the next sentence (not word) in large language models: What model-brain alignment tells us about discourse comprehension

S Yu, C Gu, K Huang, P Li - Science advances, 2024 - science.org
Current large language models (LLMs) rely on word prediction as their backbone pretraining
task. Although word prediction is an important mechanism underlying language processing …

Process Data Analysis in ILSAs: An Ecological Framework and Literature Review

D Reis Costa, W Leoncio Netto - … of comparative large-scale studies in …, 2022 - Springer
Computational advancements in the last couple of decades have brought forth a new era of
international large-scale assessments (ILSAs) in which the administration of computer …

Validating a novel digital performance-based assessment of data literacy: Psychometric and eye-tracking analyses

F Chen, Y Cui, A Lutsyk-King, Y Gao, X Liu… - Education and …, 2024 - Springer
Post-secondary data literacy education is critical to students' academic and career success.
However, the literature has not adequately addressed the conceptualization and …

Uncovering and Addressing Blink-Related Challenges in Using Eye Tracking for Interactive Systems

JW Grootjen, H Weingärtner, S Mayer - Proceedings of the CHI …, 2024 - dl.acm.org
Currently, interactive systems use physiological sensing to enable advanced functionalities.
While eye tracking is a promising means to understand the user, eye tracking data inherently …

What went wrong for bad solvers during thematic map analysis? Lessons learned from an eye-tracking study

L Havelková, IM Gołębiowska - ISPRS International Journal of Geo …, 2019 - mdpi.com
Thematic map analysis is a complex and challenging task that might result in map user
failure for many reasons. In the study reported here, we wanted to search for differences …

New lens to reveal the street interface. A morphological-visual perception methodological contribution for decoding the public/private edge of arterial streets

NS Al Mushayt, F Dal Cin, S Barreiros Proença - Sustainability, 2021 - mdpi.com
Streets have different forms that are not defined only by their partitions, furniture, and width,
but also by their edges as vital features of their spatiality. The relationship between a street …

One size does not fit all: The case for personalised word complexity models

S Gooding, M Tragut - arXiv preprint arXiv:2205.02564, 2022 - arxiv.org
Complex Word Identification (CWI) aims to detect words within a text that a reader may find
difficult to understand. It has been shown that CWI systems can improve text simplification …

Eye-tracking contribution on processing of (implicit) reading comprehension

C de-la-Peña - Journal of New Approaches in Educational Research, 2024 - Springer
Reading comprehension is a fundamental skill to be developed from the early stages of
reading acquisition and it is essential for both formative and personal learning. This study …

Observing response processes with eye tracking in international large-scale assessments: evidence from the OECD PIAAC assessment

B Maddox, AP Bayliss, P Fleming… - European Journal of …, 2018 - Springer
This paper reports on a pilot study that used eye tracking techniques to make detailed
observations of item response processes in the OECD Programme for the International …

Eye-movements reveal children's deliberative thinking and predict performance on arithmetic word problems

CJ Wu, CY Liu, CH Yang, YC Jian - European Journal of Psychology of …, 2021 - Springer
Despite decades of research on the close link between eye movements and human
cognitive processes, the exact nature of the link between eye movements and deliberative …