Sequence labelling and sequence classification with gaze: Novel uses of eye‐tracking data for Natural Language Processing

M Barrett, N Hollenstein - Language and Linguistics Compass, 2020 - Wiley Online Library
Eye‐tracking data from reading provide a structured signal with a fine‐grained temporal
resolution which closely follows the sequential structure of the text. It is highly correlated with …

Localising memory retrieval and syntactic composition: an fMRI study of naturalistic language comprehension

S Bhattasali, M Fabre, WM Luh, H Al Saied… - Language, Cognition …, 2019 - Taylor & Francis
This study examines memory retrieval and syntactic composition using fMRI while
participants listen to a book, The Little Prince. These two processes are quantified drawing …

At a glance: The impact of gaze aggregation views on syntactic tagging

S Klerke, B Plank - Proceedings of the Beyond Vision and …, 2019 - aclanthology.org
Readers' eye movements used as part of the training signal have been shown to improve
performance in a wide range of Natural Language Processing (NLP) tasks. Previous work …

Using gaze data to predict multiword expressions

O Rohanian, S Taslimipoor, V Yaneva, LA Ha - 2017 - wlv.openrepository.com
In recent years gaze data has been increasingly used to improve and evaluate NLP models
due to the fact that it carries information about the cognitive processing of linguistic …

CogNLP-Sheffield at CMCL 2021 Shared Task: Blending cognitively inspired features with transformer-based language models for predicting eye tracking patterns

P Vickers, R Wainwright… - Proceedings of the …, 2021 - eprints.whiterose.ac.uk
The CogNLP-Sheffield submissions to the CMCL 2021 Shared Task examine the value of a
variety of cognitively and linguistically inspired features for predicting eye tracking patterns …

Classifying referential and non-referential it using gaze

V Yaneva, LA Ha, R Evans, R Mitkov - arxiv preprint arxiv:2006.13327, 2020 - arxiv.org
When processing a text, humans and machines must disambiguate between different uses
of the pronoun it, including non-referential, nominal anaphoric or clause anaphoric ones. In …

[PDF][PDF] Improving natural language processing with human data: Eye tracking and other data sources reflecting cognitive text processing

M Barrett - 2018 - core.ac.uk
When humans perform everyday tasks like reading, speaking, and writing, they cognitively
also complete many of the tasks that natural language processing strives for computers to …

The acquisition of multiword sequences in language processing

LP Arata - 2024 - hal.science
The ability to understand and produce a seemingly infinite number of novel utterances has
long been considered a hallmark of human language. Traditionally, single words and innate …

Processing MWEs: neurocognitive bases of verbal MWEs and lexical cohesiveness within MWEs

S Bhattasali, M Fabre, J Hale - … of the Joint Workshop on Linguistic …, 2018 - aclanthology.org
Multiword expressions have posed a challenge in the past for computational linguistics
since they comprise a heterogeneous family of word clusters and are difficult to detect in …

One Student’ s English Language Learning Experience: The Story of a Non-English Major College Student in Indonesia

AS Fatimah, JBA Adiprima… - Indonesian TESOL …, 2023 - ejournal.iainpalopo.ac.id
Abstract English plays an indispensable role in fostering academic, personal, and
professional quality. In Indonesia, introducing English to students from elementary …