Neurocomputational models of language processing
Efforts to understand the brain bases of language face the Map** Problem: At what level
do linguistic computations and representations connect to human neurobiology? We review …
do linguistic computations and representations connect to human neurobiology? We review …
Scaling in cognitive modelling: A multilingual approach to human reading times
Neural language models are increasingly valued in computational psycholinguistics, due to
their ability to provide conditional probability distributions over the lexicon that are predictive …
their ability to provide conditional probability distributions over the lexicon that are predictive …
Incorporating dynamic semantics into pre-trained language model for aspect-based sentiment analysis
Aspect-based sentiment analysis (ABSA) predicts sentiment polarity towards a specific
aspect in the given sentence. While pre-trained language models such as BERT have …
aspect in the given sentence. While pre-trained language models such as BERT have …
Prediction in reading: A review of predictability effects, their theoretical implications, and beyond
Historically, prediction during reading has been considered an inefficient and cognitively
expensive processing mechanism given the inherently generative nature of language, which …
expensive processing mechanism given the inherently generative nature of language, which …
The P600 as a continuous index of integration effort
The integration of word meaning into an unfolding utterance representation is a core
operation of incremental language comprehension. There is considerable debate, however …
operation of incremental language comprehension. There is considerable debate, however …
An Agent‐First Preference in a Patient‐First Language During Sentence Comprehension
The language comprehension system preferentially assumes that agents come first during
incremental processing. While this might reflect a biologically fixed bias, shared with other …
incremental processing. While this might reflect a biologically fixed bias, shared with other …
Retrieval (N400) and integration (P600) in expectation-based comprehension
Expectation-based theories of language processing, such as Surprisal theory, are supported
by evidence of anticipation effects in both behavioural and neurophysiological measures …
by evidence of anticipation effects in both behavioural and neurophysiological measures …
Computational psycholinguistics
MW Crocker - The handbook of computational linguistics and …, 2010 - Wiley Online Library
Computational psycholinguistics is concerned with the development of computational
models of the cognitive mechanisms and representations that underlie language processing …
models of the cognitive mechanisms and representations that underlie language processing …
[HTML][HTML] Heuristic interpretation as rational inference: A computational model of the N400 and P600 in language processing
Much inquiry in psycholinguistics has focused on evidence from the N400 and P600
components of the event-related potential (ERP) signal—and a central theoretical challenge …
components of the event-related potential (ERP) signal—and a central theoretical challenge …
Is the mind inherently predicting? Exploring forward and backward looking in language processing
Prediction is one characteristic of the human mind. But what does it mean to say the mind is
a “prediction machine” and inherently forward looking as is frequently claimed? In natural …
a “prediction machine” and inherently forward looking as is frequently claimed? In natural …