Sequence labelling and sequence classification with gaze: Novel uses of eye‐tracking data for Natural Language Processing
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 …
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
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 …
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
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 …
performance in a wide range of Natural Language Processing (NLP) tasks. Previous work …
Using gaze data to predict multiword expressions
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 …
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 …
variety of cognitively and linguistically inspired features for predicting eye tracking patterns …
Classifying referential and non-referential it using gaze
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 …
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 …
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 …
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
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 …
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 …
professional quality. In Indonesia, introducing English to students from elementary …