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 …
Improving sentence compression by learning to predict gaze
arxiv:1604.03357v1 [cs.CL] 12 Apr 2016 Page 1 Improving sentence compression by learning to
predict gaze Sigrid Klerke University of Copenhagen skl@hum.ku.dk Yoav Goldberg Bar-Ilan …
predict gaze Sigrid Klerke University of Copenhagen skl@hum.ku.dk Yoav Goldberg Bar-Ilan …
The Natural Stories corpus: a reading-time corpus of English texts containing rare syntactic constructions
It is now a common practice to compare models of human language processing by
comparing how well they predict behavioral and neural measures of processing difficulty …
comparing how well they predict behavioral and neural measures of processing difficulty …
[PDF][PDF] Weakly supervised part-of-speech tagging using eye-tracking data
For many of the world's languages, there are no or very few linguistically annotated
resources. On the other hand, raw text, and often also dictionaries, can be harvested from …
resources. On the other hand, raw text, and often also dictionaries, can be harvested from …
Context limitations make neural language models more human-like
T Kuribayashi, Y Oseki, A Brassard, K Inui - ar** behavior with computational models, as most existing work …
A survey on using gaze behaviour for natural language processing
Gaze behaviour has been used as a way to gather cognitive information for a number of
years. In this paper, we discuss the use of gaze behaviour in solving different tasks in natural …
years. In this paper, we discuss the use of gaze behaviour in solving different tasks in natural …
Unsupervised induction of linguistic categories with records of reading, speaking, and writing
When learning POS taggers and syntactic chunkers for low-resource languages, different
resources may be available, and often all we have is a small tag dictionary, motivating type …
resources may be available, and often all we have is a small tag dictionary, motivating type …