LLM Discussion: Enhancing the Creativity of Large Language Models via Discussion Framework and Role-Play
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Li-Chun, Chen, Shou-Jen, Pai, Tsung-Min, Yu, Chan-Hung, Lee, Hung-yi, Sun, Shao-Hua |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation
by: Pai, Tsung-Min, et al.
Published: (2025)
by: Pai, Tsung-Min, et al.
Published: (2025)
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search
by: Liu, Max, et al.
Published: (2024)
by: Liu, Max, et al.
Published: (2024)
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024)
by: Huang, Shao-Syuan, et al.
Published: (2024)
DiscussLLM: Teaching Large Language Models When to Speak
by: Patel, Deep Anil, et al.
Published: (2025)
by: Patel, Deep Anil, et al.
Published: (2025)
Over-Reasoning and Redundant Calculation of Large Language Models
by: Chiang, Cheng-Han, et al.
Published: (2024)
by: Chiang, Cheng-Han, et al.
Published: (2024)
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
InstructionCP: A fast approach to transfer Large Language Models into target language
by: Chen, Kuang-Ming, et al.
Published: (2024)
by: Chen, Kuang-Ming, et al.
Published: (2024)
Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models
by: Lu, Ke-Han, et al.
Published: (2025)
by: Lu, Ke-Han, et al.
Published: (2025)
Organizational Creativity Management: Discussion Elements
by: Henrique Muzzio
Published: (2018)
by: Henrique Muzzio
Published: (2018)
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Gender Bias in Instruction-Guided Speech Synthesis Models
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning
by: Lee, Kuan-Yi, et al.
Published: (2025)
by: Lee, Kuan-Yi, et al.
Published: (2025)
LLM-Codec: Neural Audio Codec Meets Language Model Objectives
by: Chung, Ho-Lam, et al.
Published: (2026)
by: Chung, Ho-Lam, et al.
Published: (2026)
ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
by: Hsiao, Chi-Yuan, et al.
Published: (2026)
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding
by: Hsu, Tzu-wen, et al.
Published: (2025)
by: Hsu, Tzu-wen, et al.
Published: (2025)
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
by: Hung, Wei, et al.
Published: (2025)
by: Hung, Wei, et al.
Published: (2025)
On Calibration of Large Language Models: From Response To Capability
by: Yang, Sin-Han, et al.
Published: (2026)
by: Yang, Sin-Han, et al.
Published: (2026)
How Contrastive Decoding Enhances Large Audio Language Models?
by: Lin, Tzu-Quan, et al.
Published: (2026)
by: Lin, Tzu-Quan, et al.
Published: (2026)
A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts
by: Chang, Hung-Fu, et al.
Published: (2024)
by: Chang, Hung-Fu, et al.
Published: (2024)
AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning
by: Wu, Chao-Chung, et al.
Published: (2025)
by: Wu, Chao-Chung, et al.
Published: (2025)
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models
by: Li, Chen-An, et al.
Published: (2025)
by: Li, Chen-An, et al.
Published: (2025)
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)
by: Hsu, Ming-Hao, et al.
Published: (2024)
TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
Causal Tracing of Audio-Text Fusion in Large Audio Language Models
by: Chen, Wei-Chih, et al.
Published: (2026)
by: Chen, Wei-Chih, et al.
Published: (2026)
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models
by: Lin, Yi-Cheng, et al.
Published: (2024)
by: Lin, Yi-Cheng, et al.
Published: (2024)
Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs
by: Xie, Juncheng, et al.
Published: (2025)
by: Xie, Juncheng, et al.
Published: (2025)
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations
by: Lin, Guan-Ting, et al.
Published: (2024)
by: Lin, Guan-Ting, et al.
Published: (2024)
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
by: Huang, Hsiao-Ying, et al.
Published: (2025)
by: Huang, Hsiao-Ying, et al.
Published: (2025)
Divergent-Convergent Thinking in Large Language Models for Creative Problem Generation
by: Nguyen, Manh Hung, et al.
Published: (2025)
by: Nguyen, Manh Hung, et al.
Published: (2025)
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
AEGIS : Automated Co-Evolutionary Framework for Guarding Prompt Injections Schema
by: Liu, Ting-Chun, et al.
Published: (2025)
by: Liu, Ting-Chun, et al.
Published: (2025)
Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations
by: Lu, Li-Chun, et al.
Published: (2025)
by: Lu, Li-Chun, et al.
Published: (2025)
VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech
by: Lin, Yi-Cheng, et al.
Published: (2026)
by: Lin, Yi-Cheng, et al.
Published: (2026)
Similar Items
-
BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation
by: Pai, Tsung-Min, et al.
Published: (2025) -
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024) -
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025) -
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search
by: Liu, Max, et al.
Published: (2024) -
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)