Cover Image

Language of Thought Shapes Output Diversity in Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Shaoyang, Zhang, Wenxuan
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models
by: Wu, Patrick Y., et al.
Published: (2023)

Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models
by: Chen, Yihang, et al.
Published: (2025)

Growing a Tail: Increasing Output Diversity in Large Language Models
by: Shur-Ofry, Michal, et al.
Published: (2024)

Urban Computing in the Era of Large Language Models
by: Li, Zhonghang, et al.
Published: (2025)

AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs
by: Ebrahimi, Sana, et al.
Published: (2024)

Motivation in Large Language Models
by: Nahum, Omer, et al.
Published: (2026)

Evaluating Proactive Risk Awareness of Large Language Models
by: Luo, Xuan, et al.
Published: (2026)

Inducing Sustained Creativity and Diversity in Large Language Models
by: Luo, Queenie, et al.
Published: (2026)

MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models
by: Yunusov, Sarfaroz, et al.
Published: (2024)

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective
by: Zhang, Yiqun, et al.
Published: (2024)

Large Language Models in the Abuse Detection Pipeline
by: Kath, Suraj, et al.
Published: (2026)

Will Large Language Models Transform Clinical Prediction?
by: Yildiz, Yusuf, et al.
Published: (2025)

Climate Change from Large Language Models
by: Zhu, Hongyin, et al.
Published: (2023)

Investigating Cultural Alignment of Large Language Models
by: AlKhamissi, Badr, et al.
Published: (2024)

Multilingual Large Language Models and Curse of Multilinguality
by: Gurgurov, Daniil, et al.
Published: (2024)

On Classification with Large Language Models in Cultural Analytics
by: Bamman, David, et al.
Published: (2024)

Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora
by: Derner, Erik, et al.
Published: (2024)

Large Language Models for Education: A Survey
by: Xu, Hanyi, et al.
Published: (2024)

Can the capability of Large Language Models be described by human ability? A Meta Study
by: Zan, Mingrui, et al.
Published: (2025)

Navigating the Risks of Using Large Language Models for Text Annotation in Social Science Research
by: Lin, Hao, et al.
Published: (2025)

Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality
by: Ai, Yiming, et al.
Published: (2024)

Large Language Models as Search Engines: Societal Challenges
by: Sadeddine, Zacchary, et al.
Published: (2025)

Probing the Subtle Ideological Manipulation of Large Language Models
by: Paschalides, Demetris, et al.
Published: (2025)

The World of Generative AI: Deepfakes and Large Language Models
by: Mitra, Alakananda, et al.
Published: (2024)

Sovereign Large Language Models: Advantages, Strategy and Regulations
by: Bondarenko, Mykhailo, et al.
Published: (2025)

Caveat Lector: Large Language Models in Legal Practice
by: Mik, Eliza
Published: (2024)

Extrinsic Evaluation of Cultural Competence in Large Language Models
by: Bhatt, Shaily, et al.
Published: (2024)

Characterizing Selective Refusal Bias in Large Language Models
by: Khorramrouz, Adel, et al.
Published: (2025)

Research Community Perspectives on "Intelligence" and Large Language Models
by: Højer, Bertram, et al.
Published: (2025)

Gender Bias in Emotion Recognition by Large Language Models
by: Herbert, Maureen, et al.
Published: (2025)

PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
by: Bao, Han, et al.
Published: (2026)

Self-Pluralising Culture Alignment for Large Language Models
by: Xu, Shaoyang, et al.
Published: (2024)

Leveraging Large Language Models for Actionable Course Evaluation Student Feedback to Lecturers
by: Zhang, Mike, et al.
Published: (2024)

Assessing Judging Bias in Large Reasoning Models: An Empirical Study
by: Wang, Qian, et al.
Published: (2025)

Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models
by: Vishwamitra, Nishant, et al.
Published: (2023)

Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study
by: Xu, Liuchang, et al.
Published: (2024)

Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models
by: Zhang, XiuYu, et al.
Published: (2024)

Understanding Teacher Revisions of Large Language Model-Generated Feedback
by: Borchers, Conrad, et al.
Published: (2026)

Epistemic Diversity and Knowledge Collapse in Large Language Models
by: Wright, Dustin, et al.
Published: (2025)

Cross-Language Bias Examination in Large Language Models
by: Liang, Yuxuan, et al.
Published: (2025)