Integrating media content analysis, reception analysis, and media effects studies

R Schmälzle, R Huskey - Frontiers in Neuroscience, 2023 - frontiersin.org
Every day, the world of media is at our fingertips, whether it is watching movies, listening to
the radio, or browsing online media. On average, people spend over 8 h per day consuming …

Computational models to study language processing in the human brain: A survey

S Wang, J Sun, Y Zhang, N Lin, MF Moens… - arXiv preprint arXiv …, 2024 - arxiv.org
Despite differing from the human language processing mechanism in implementation and
algorithms, current language models demonstrate remarkable human-like or surpassing …

Predicting the next sentence (not word) in large language models: What model-brain alignment tells us about discourse comprehension

S Yu, C Gu, K Huang, P Li - Science advances, 2024 - science.org
Current large language models (LLMs) rely on word prediction as their backbone pretraining
task. Although word prediction is an important mechanism underlying language processing …

Exploring the Cognitive Neural Basis of Factuality in Abstractive Text Summarization Models: Interpretable Insights from EEG Signals

Z Zhang, Y Zhu, Y Zheng, Y Luo, H Shao, S Guo… - Applied Sciences, 2024 - mdpi.com
(1) Background: Information overload challenges decision-making in the Industry 4.0 era.
While Natural Language Processing (NLP), especially Automatic Text Summarization (ATS) …

Patterns of language

O Hauk, A Clarke - Language, Cognition and Neuroscience, 2024 - Taylor & Francis
Neuroimaging studies have increasingly leveraged the information in multivariate patterns of
brain activity, transitioning from voxel-by-voxel activation comparisons to multi-voxel pattern …

Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing

Z He, T Toyoizumi - arXiv preprint arXiv:2311.10431, 2023 - arxiv.org
Understanding how humans process natural language has long been a vital research
direction. The field of natural language processing (NLP) has recently experienced a surge …

Towards A Neurobiologically Inspired Model of Syntax Processing

BJ Kröger - Proceedings of the Annual Meeting of the Cognitive …, 2024 - escholarship.org
A first version of a neurobiologically inspired neural network model for speech and language
processing using a spiking neuron approach is introduced here. This model uses basic …

Research on AI music creation based on neural network artificial intelligence technology

M Ge - AIP Conference Proceedings, 2024 - pubs.aip.org
Throughout the ages, music has been very important to people's role, and music can
express people's inner emotions and current feelings to a large extent. In music, it is very …