Neurocomputational models of language processing

JT Hale, L Campanelli, J Li, S Bhattasali… - Annual Review of …, 2022 - annualreviews.org
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 …

Scaling in cognitive modelling: A multilingual approach to human reading times

A De Varda, M Marelli - Proceedings of the 61st Annual Meeting of …, 2023 - aclanthology.org
Neural language models are increasingly valued in computational psycholinguistics, due to
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

K Zhang, K Zhang, M Zhang, H Zhao, Q Liu… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

Prediction in reading: A review of predictability effects, their theoretical implications, and beyond

R Wong, ED Reichle, A Veldre - Psychonomic Bulletin & Review, 2024 - Springer
Historically, prediction during reading has been considered an inefficient and cognitively
expensive processing mechanism given the inherently generative nature of language, which …

The P600 as a continuous index of integration effort

C Aurnhammer, F Delogu, H Brouwer… - …, 2023 - Wiley Online Library
The integration of word meaning into an unfolding utterance representation is a core
operation of incremental language comprehension. There is considerable debate, however …

An Agent‐First Preference in a Patient‐First Language During Sentence Comprehension

S Sauppe, Å Næss, G Roversi, M Meyer… - Cognitive …, 2023 - Wiley Online Library
The language comprehension system preferentially assumes that agents come first during
incremental processing. While this might reflect a biologically fixed bias, shared with other …

Retrieval (N400) and integration (P600) in expectation-based comprehension

C Aurnhammer, F Delogu, M Schulz, H Brouwer… - Plos one, 2021 - journals.plos.org
Expectation-based theories of language processing, such as Surprisal theory, are supported
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 …

[HTML][HTML] Heuristic interpretation as rational inference: A computational model of the N400 and P600 in language processing

J Li, A Ettinger - Cognition, 2023 - Elsevier
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 …

Is the mind inherently predicting? Exploring forward and backward looking in language processing

L Onnis, A Lim, S Cheung, F Huettig - Cognitive Science, 2022 - Wiley Online Library
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 …