Generalized measures of anticipation and responsivity in online language processing
We introduce a generalization of classic information-theoretic measures of predictive
uncertainty in online language processing, based on the simulation of expected …
uncertainty in online language processing, based on the simulation of expected …
Eyettention: An attention-based dual-sequence model for predicting human scanpaths during reading
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 …
the characteristics of the text that is being read. Hence, the analysis of scanpaths in reading …
On the proper treatment of tokenization in psycholinguistics
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 …
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
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 …
reading and listening comprehension from 7,338 university‐level advanced learners and …
ScanDL: A diffusion model for generating synthetic scanpaths on texts
Eye movements in reading play a crucial role in psycholinguistic research studying the
cognitive mechanisms underlying human language processing. More recently, the tight …
cognitive mechanisms underlying human language processing. More recently, the tight …
Fine-Tuning Pre-Trained Language Models with Gaze Supervision
Human gaze data provide cognitive information that reflect human language comprehension
and has been effectively integrated into a variety of natural language processing (NLP) …
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 …
vocabulary research because it allows researchers to examine word recognition in an …
Cases: A cognition-aware smart eyewear system for understanding how people read
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 …
primarily focuses on using eye gaze patterns to reveal cognitive processes while reading …
WebQAmGaze: A multilingual webcam eye-tracking-while-reading dataset
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 …
designed as the first webcam-based eye-tracking corpus of reading to support the …
Fine-grained prediction of reading comprehension from eye movements
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 …
work, we address this longstanding question using large-scale eyetracking data over textual …