Eye Tracking and NLP: A Survey and an Outlook

With the rise of LLMs, NLP has been redefining itself as a field of study, with an increasing interest shift towards areas such as NLP for science, model analysis, human-centered AI and user-facing applications. As part of this transformation, in recent years, a new area of NLP which combines text processing with eye movements in reading has been emerging. Recent work has demonstrated that this area has a strong potential for driving innovation in NLP and enhancing its scientific and societal impact. In this survey, we characterize the main streams of work on the intersection of eye tracking for reading and NLP, provide critical commentary on promises and challenges, and identify key open directions that can guide future work in this area.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-24
DOI
https://doi.org/10.5281/zenodo.22933168
Primary Topic
Gaze Tracking and Assistive Technology
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

Eye Tracking and NLP: A Survey and an Outlook

Yevgeni Berzak, Lena A. Jäger, David R. Reich, Omer Shubi
Zenodo (CERN European Organization for Nuclear Research)
Gaze Tracking and Assistive Technology
preprint

Eye Tracking and NLP: A Survey and an Outlook

Yevgeni Berzak, Lena A. Jäger, David R. Reich, Omer Shubi
preprint en

Abstract

With the rise of LLMs, NLP has been redefining itself as a field of study, with an increasing interest shift towards areas such as NLP for science, model analysis, human-centered AI and user-facing applications. As part of this transformation, in recent years, a new area of NLP which combines text processing with eye movements in reading has been emerging. Recent work has demonstrated that this area has a strong potential for driving innovation in NLP and enhancing its scientific and societal impact. In this survey, we characterize the main streams of work on the intersection of eye tracking for reading and NLP, provide critical commentary on promises and challenges, and identify key open directions that can guide future work in this area.

Zenodo (CERN European Organization for Nuclear Research)
Technion – Israel Institute of Technology (IL), University of Zurich (CH)
Industry, innovation and infrastructure
Gaze Tracking and Assistive Technology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Eye Tracking and NLP: A Survey and an Outlook — Yevgeni Berzak, Lena A. Jäger, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS