Buchumschlag

Integrating Cognitive Processing Signals into Language Models: A Review of Advances, Applications and Future Directions

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Lopez-Cardona, Angela, Idesis, Sebastian, Arapakis, Ioannis
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Computation and Language Artificial Intelligence
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses
von: Lopez-Cardona, Angela, et al.
Veröffentlicht: (2025)

Brain-Language Model Alignment: Insights into the Platonic Hypothesis and Intermediate-Layer Advantage
von: López-Cardona, Ángela, et al.
Veröffentlicht: (2025)

Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
von: Lopez-Cardona, Angela, et al.
Veröffentlicht: (2024)

Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions
von: Hu, Yiran, et al.
Veröffentlicht: (2026)

Quantum Natural Language Processing: A Comprehensive Review of Models, Methods, and Applications
von: Nausheen, Farha, et al.
Veröffentlicht: (2025)

A Comparative Study of Scanpath Models in Graph-Based Visualization
von: Lopez-Cardona, Angela, et al.
Veröffentlicht: (2025)

Do Large Language Models Mirror Cognitive Language Processing?
von: Ren, Yuqi, et al.
Veröffentlicht: (2024)

Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances
von: Alvi, Riasad, et al.
Veröffentlicht: (2025)

Consistency in Language Models: Current Landscape, Challenges, and Future Directions
von: Novikova, Jekaterina, et al.
Veröffentlicht: (2025)

KidLM: Advancing Language Models for Children -- Early Insights and Future Directions
von: Nayeem, Mir Tafseer, et al.
Veröffentlicht: (2024)

Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
von: Lan, Yunshi, et al.
Veröffentlicht: (2024)

A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models
von: Zheng, Congmin, et al.
Veröffentlicht: (2025)

Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions
von: Zhang, Kun, et al.
Veröffentlicht: (2025)

Large Language Models for Causal Discovery: Current Landscape and Future Directions
von: Wan, Guangya, et al.
Veröffentlicht: (2024)

Natural Language Processing for Tigrinya: Current State and Future Directions
von: Gaim, Fitsum, et al.
Veröffentlicht: (2025)

The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future
von: Saleem, Summra, et al.
Veröffentlicht: (2025)

The Human Factor in Detecting Errors of Large Language Models: A Systematic Literature Review and Future Research Directions
von: Schiller, Christian A.
Veröffentlicht: (2024)

Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges
von: Niu, Qian, et al.
Veröffentlicht: (2024)

Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions
von: Song, Shezheng
Veröffentlicht: (2024)

Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making
von: Wu, Siyu, et al.
Veröffentlicht: (2024)

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions
von: Shorinwa, Ola, et al.
Veröffentlicht: (2024)

Chinese Offensive Language Detection:Current Status and Future Directions
von: Xiao, Yunze, et al.
Veröffentlicht: (2024)

PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process
von: Zhang, Xinliang Frederick, et al.
Veröffentlicht: (2025)

Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future
von: Wu, Sihong, et al.
Veröffentlicht: (2026)

Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
von: Wang, Guoxin, et al.
Veröffentlicht: (2025)

ANLS* -- A Universal Document Processing Metric for Generative Large Language Models
von: Peer, David, et al.
Veröffentlicht: (2024)

Bias in Large Language Models Across Clinical Applications: A Systematic Review
von: Suenghataiphorn, Thanathip, et al.
Veröffentlicht: (2025)

Natural Language Processing for Cardiology: A Narrative Review
von: Yang, Kailai, et al.
Veröffentlicht: (2025)

Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization
von: Tsirmpas, Dimitrios, et al.
Veröffentlicht: (2023)

Evaluating Neural Language Models as Cognitive Models of Language Acquisition
von: Martínez, Héctor Javier Vázquez, et al.
Veröffentlicht: (2023)

Cognitive Memory in Large Language Models
von: Shan, Lianlei, et al.
Veröffentlicht: (2025)

Cognitive Effects in Large Language Models
von: Shaki, Jonathan, et al.
Veröffentlicht: (2023)

A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future
von: Zhong, Jialun, et al.
Veröffentlicht: (2025)

Towards Advanced Speech Signal Processing: A Statistical Perspective on Convolution-Based Architectures and its Applications
von: Kapu, Nirmal Joshua, et al.
Veröffentlicht: (2024)

Advancing Harmful Content Detection in Organizational Research: Integrating Large Language Models with Elo Rating System
von: Akben, Mustafa, et al.
Veröffentlicht: (2025)

Eliciting Reasoning in Language Models with Cognitive Tools
von: Ebouky, Brown, et al.
Veröffentlicht: (2025)

Exploring the Frontier of Vision-Language Models: A Survey of Current Methodologies and Future Directions
von: Ghosh, Akash, et al.
Veröffentlicht: (2024)

A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions
von: Acikgoz, Emre Can, et al.
Veröffentlicht: (2025)

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
von: Xu, Zihan, et al.
Veröffentlicht: (2025)

Cognitive BASIC: An In-Model Interpreted Reasoning Language for LLMs
von: Kramer, Oliver
Veröffentlicht: (2025)