Does Less Hallucination Mean Less Creativity? An Empirical Investigation in LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Banerjee, Mohor, Wangsajaya, Nadya Yuki, Alsagoff, Syed Ali Redha, Tan, Min Sen, Chun, Zachary Choy Kit, Wei, Alvin Chan Guo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Does Ad-Free Mean Less Data Collection? An Empirical Study of Platform Data Practices and User Expectations
by: Mousavi, Sepehr, et al.
Published: (2026)
by: Mousavi, Sepehr, et al.
Published: (2026)
Does Different Equal Less?
by: Williams, Constance
Published: (1973)
by: Williams, Constance
Published: (1973)
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
by: Nguyen, Vy, et al.
Published: (2025)
by: Nguyen, Vy, et al.
Published: (2025)
Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure
by: Tan, Chenchen, et al.
Published: (2026)
by: Tan, Chenchen, et al.
Published: (2026)
What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness
by: He, Yusheng, et al.
Published: (2026)
by: He, Yusheng, et al.
Published: (2026)
Less Data Less Tokens: Multilingual Unification Learning for Efficient Test-Time Reasoning in LLMs
by: Chen, Kang, et al.
Published: (2025)
by: Chen, Kang, et al.
Published: (2025)
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
by: Cheng, Xiaoxue, et al.
Published: (2025)
by: Cheng, Xiaoxue, et al.
Published: (2025)
Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective
by: Yue, Zihao, et al.
Published: (2024)
by: Yue, Zihao, et al.
Published: (2024)
LoRA Learns Less and Forgets Less
by: Biderman, Dan, et al.
Published: (2024)
by: Biderman, Dan, et al.
Published: (2024)
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination
by: Yang, Jianing, et al.
Published: (2024)
by: Yang, Jianing, et al.
Published: (2024)
Are Children with Autistic Traits More or Less Creative? Links between Autistic Traits and Creative Attributes in Children
by: Rebecca Smees, et al.
Published: (2024)
by: Rebecca Smees, et al.
Published: (2024)
Less Memory Means smaller GPUs: Backpropagation with Compressed Activations
by: Barley, Daniel, et al.
Published: (2024)
by: Barley, Daniel, et al.
Published: (2024)
Does Training on Synthetic Data Make Models Less Robust?
by: Zhang, Lingze, et al.
Published: (2025)
by: Zhang, Lingze, et al.
Published: (2025)
Astronomers Getting Less Creative Over Time Is Why This Title Isn't Better
by: Lund, Michael B.
Published: (2025)
by: Lund, Michael B.
Published: (2025)
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
by: Liu, Chengzhi, et al.
Published: (2025)
by: Liu, Chengzhi, et al.
Published: (2025)
Are Men Less Generous to a Smarter Woman? Evidence from a Dictator Game Experiment
by: Takahashi, Yuki
Published: (2020)
by: Takahashi, Yuki
Published: (2020)
Yet Even Less Is Even Better For Agentic, Reasoning, and Coding LLMs
by: CodeArts Model Team, et al.
Published: (2026)
by: CodeArts Model Team, et al.
Published: (2026)
Less is More for Long Document Summary Evaluation by LLMs
by: Wu, Yunshu, et al.
Published: (2023)
by: Wu, Yunshu, et al.
Published: (2023)
Less is More: Learning Graph Tasks with Just LLMs
by: Shirai, Sola, et al.
Published: (2025)
by: Shirai, Sola, et al.
Published: (2025)
Soundwave: Less is More for Speech-Text Alignment in LLMs
by: Zhang, Yuhao, et al.
Published: (2025)
by: Zhang, Yuhao, et al.
Published: (2025)
LIME: Less Is More for MLLM Evaluation
by: Zhu, King, et al.
Published: (2024)
by: Zhu, King, et al.
Published: (2024)
Settling for Less
by: Dinero, Steven C.
Published: (2019)
by: Dinero, Steven C.
Published: (2019)
Different, Not Less
by: Samantha A. Schrier Vergano
Published: (2024)
by: Samantha A. Schrier Vergano
Published: (2024)
Are Less Affluent People Less Likely to Run for Political Office?
by: Pirmin Bundi, et al.
Published: (2026)
by: Pirmin Bundi, et al.
Published: (2026)
Criteria-Lessness in Public Administration: An Empirical Observation Based on Document Analysis
by: Eines, Ekaterina
Published: (2026)
by: Eines, Ekaterina
Published: (2026)
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation
by: Riaz, Haris, et al.
Published: (2025)
by: Riaz, Haris, et al.
Published: (2025)
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework
by: Zhang, Chenyuan, et al.
Published: (2026)
by: Zhang, Chenyuan, et al.
Published: (2026)
Less is More, More or Less... Finding the Optimal Threshold for Lexicalization in Chunking
by: Balázs Indig
Published: (2017)
by: Balázs Indig
Published: (2017)
Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States
by: Duan, Hanyu, et al.
Published: (2024)
by: Duan, Hanyu, et al.
Published: (2024)
An Identity for Generalized Euler Polynomials
by: Redha, Chellal
Published: (2024)
by: Redha, Chellal
Published: (2024)
When More is Less: Understanding Chain-of-Thought Length in LLMs
by: Wu, Yuyang, et al.
Published: (2025)
by: Wu, Yuyang, et al.
Published: (2025)
Sampling More, Getting Less: Calibration is the Diversity Bottleneck in LLMs
by: Banayeeanzade, Amin, et al.
Published: (2026)
by: Banayeeanzade, Amin, et al.
Published: (2026)
Evaluating LLMs Robustness in Less Resourced Languages with Proxy Models
by: Chrabąszcz, Maciej, et al.
Published: (2025)
by: Chrabąszcz, Maciej, et al.
Published: (2025)
Less is More: Sparse Watermarking in LLMs with Enhanced Text Quality
by: Hoang, Duy C., et al.
Published: (2024)
by: Hoang, Duy C., et al.
Published: (2024)
More with Less: An Empirical Study of Turn-Control Strategies for Efficient Coding Agents
by: Gao, Pengfei, et al.
Published: (2025)
by: Gao, Pengfei, et al.
Published: (2025)
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem
by: Peng, Yun, et al.
Published: (2023)
by: Peng, Yun, et al.
Published: (2023)
Hallucination, Monofacts, and Miscalibration: An Empirical Investigation
by: Miao, Miranda Muqing, et al.
Published: (2025)
by: Miao, Miranda Muqing, et al.
Published: (2025)
Lessing's "Aesthetica in Nuce"
by: Anthony Rudowski, Victor
Published: (2020)
by: Anthony Rudowski, Victor
Published: (2020)
The Road Less Scheduled
by: Defazio, Aaron, et al.
Published: (2024)
by: Defazio, Aaron, et al.
Published: (2024)
Less is more in Medicine
Published: (2001)
Published: (2001)
Similar Items
-
Does Ad-Free Mean Less Data Collection? An Empirical Study of Platform Data Practices and User Expectations
by: Mousavi, Sepehr, et al.
Published: (2026) -
Does Different Equal Less?
by: Williams, Constance
Published: (1973) -
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
by: Nguyen, Vy, et al.
Published: (2025) -
Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure
by: Tan, Chenchen, et al.
Published: (2026) -
What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness
by: He, Yusheng, et al.
Published: (2026)