Generalized measures of anticipation and responsivity in online language processing

M Giulianelli, A Opedal, R Cotterell - arXiv preprint arXiv:2409.10728, 2024 - arxiv.org
We introduce a generalization of classic information-theoretic measures of predictive
uncertainty in online language processing, based on the simulation of expected …

Eyettention: An attention-based dual-sequence model for predicting human scanpaths during reading

S Deng, DR Reich, P Prasse, P Haller… - Proceedings of the …, 2023 - dl.acm.org
Eye movements during reading offer insights into both the reader's cognitive processes and
the characteristics of the text that is being read. Hence, the analysis of scanpaths in reading …

On the proper treatment of tokenization in psycholinguistics

M Giulianelli, L Malagutti, JL Gastaldi, B DuSell… - arXiv preprint arXiv …, 2024 - arxiv.org
Language models are widely used in computational psycholinguistics to test theories that
relate the negative log probability (the surprisal) of a region of interest (a substring of …

Rethinking first language–second language similarities and differences in English proficiency: Insights from the ENglish Reading Online (ENRO) project

N Siegelman, I Elgort, M Brysbaert… - Language …, 2024 - Wiley Online Library
This article presents the ENglish Reading Online (ENRO) project that offers data on English
reading and listening comprehension from 7,338 university‐level advanced learners and …

ScanDL: A diffusion model for generating synthetic scanpaths on texts

LS Bolliger, DR Reich, P Haller, DN Jakobi… - arXiv preprint arXiv …, 2023 - arxiv.org
Eye movements in reading play a crucial role in psycholinguistic research studying the
cognitive mechanisms underlying human language processing. More recently, the tight …

Fine-Tuning Pre-Trained Language Models with Gaze Supervision

S Deng, P Prasse, D Reich, T Scheffer… - Proceedings of the …, 2024 - aclanthology.org
Human gaze data provide cognitive information that reflect human language comprehension
and has been effectively integrated into a variety of natural language processing (NLP) …

The use of eye movement corpora in vocabulary research

M Brysbaert, D Drieghe - Research Methods in Applied Linguistics, 2024 - Elsevier
Abstract Analysis of existing datasets of eye movements in reading is a valuable tool for
vocabulary research because it allows researchers to examine word recognition in an …

Cases: A cognition-aware smart eyewear system for understanding how people read

X Qi, Q Lu, W Pan, Y Zhao, R Zhu, M Dong… - Proceedings of the …, 2023 - dl.acm.org
The process of reading has attracted decades of scientific research. Work in this field
primarily focuses on using eye gaze patterns to reveal cognitive processes while reading …

WebQAmGaze: A multilingual webcam eye-tracking-while-reading dataset

T Ribeiro, S Brandl, A Søgaard… - arXiv preprint arXiv …, 2023 - arxiv.org
We present WebQAmGaze, a multilingual low-cost eye-tracking-while-reading dataset,
designed as the first webcam-based eye-tracking corpus of reading to support the …

Fine-grained prediction of reading comprehension from eye movements

O Shubi, Y Meiri, CA Hadar, Y Berzak - arXiv preprint arXiv:2410.04484, 2024 - arxiv.org
Can human reading comprehension be assessed from eye movements in reading? In this
work, we address this longstanding question using large-scale eyetracking data over textual …