Computational modeling of bilingual language learning: Current models and future directions

P Li, Q Xu - Language Learning, 2023 - Wiley Online Library
The last two decades have seen a significant amount of interest in bilingual language
learning and processing. A number of computational models have also been developed to …

Toward computational models of multilingual sentence processing

SL Frank - Language Learning, 2021 - Wiley Online Library
Although computational models can simulate aspects of human sentence processing,
research on this topic has remained almost exclusively limited to the single language case …

Simulating code-switching using a neural network model of bilingual sentence production

C Tsoukala, M Broersma, A Van Den Bosch… - Computational Brain & …, 2021 - Springer
Code-switching is the alternation from one language to the other during bilingual speech.
We present a novel method of researching this phenomenon using computational cognitive …

The Bilingual Dual-path model: Simulating bilingual production, processing, and development

YH Khoe, SL Frank - Linguistic Approaches to Bilingualism, 2024 - jbe-platform.com
Experimental research has yielded many important psycholinguistic findings in bi-
/multilingualism. However, cognitive computational models of sentence processing were …

Modeling the auxiliary phrase asymmetry in code-switched Spanish–English

C Tsoukala, SL Frank, A Van Den Bosch… - Bilingualism …, 2021 - cambridge.org
Spanish–English bilinguals rarely code-switch in the perfect structure between the Spanish
auxiliary haber (“to have”) and the participle (eg,“Ella ha voted”;“She has voted”). However …

Deep Learning for Predicting the Next Word in Bilingual Social Media Texts

G Singh, CP Kamboj - SN Computer Science, 2024 - Springer
This paper presents a novel architecture for predicting the next word in bilingual Punjabi-
English (BPE) social media texts. The goal is to enhance the performance and accuracy of …

Modeling cross-language structural priming in sentence production

YH Khoe, C Tsoukala, GJ Kootstra… - 18th (Virtual) Annual …, 2020 - pure.mpg.de
A central question in the psycholinguistic study of multilingualism is how syntax is shared
across languages. We implement a model to investigate whether error-based implicit …

[PDF][PDF] The Bilingual Dual-path model: Simulating bilingual production, comprehension, and development

YH Khoe, SL Frank - 2023 - osf.io
Experimental research has resulted in many important psycholinguistic findings in the area
of bi-/multilingualism. However, cognitive computational models of sentence processing …

[PDF][PDF] The Bilingual Dual-path model

YH Khoe, SL Frank - 2024 - repository.ubn.ru.nl
Experimental research has yielded many important psycholinguistic findings in bi-
/multilingualism. However, cognitive computational models of sentence processing were …

Hybrid CNN-LSTM Architecture for Bilingual Next-Word Prediction in Punjabi-English Social Media Texts

G Singh, CP Kamboj - 2023 4th IEEE Global Conference for …, 2023 - ieeexplore.ieee.org
This paper presents a novel hybrid Convolutional Neural Network (CNN)-Long Short-Term
Memory (LSTM) architecture for next-word prediction in Punjabi-English bilingual social …