Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
Fuente:
arXiv
Saved in:
| Main Authors: | Peng, Letian, Shang, Jingbo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Codified Finite-state Machines for Role-playing
by: Peng, Letian, et al.
Published: (2026)
by: Peng, Letian, et al.
Published: (2026)
Codifying Character Logic in Role-Playing
by: Peng, Letian, et al.
Published: (2025)
by: Peng, Letian, et al.
Published: (2025)
UltraGen: Extremely Fine-grained Controllable Generation via Attribute Reconstruction and Global Preference Optimization
by: Yun, Longfei, et al.
Published: (2025)
by: Yun, Longfei, et al.
Published: (2025)
BOOKMARKS: Efficient Active Storyline Memory for Role-playing
by: Peng, Letian, et al.
Published: (2026)
by: Peng, Letian, et al.
Published: (2026)
Incubating Text Classifiers Following User Instruction with Nothing but LLM
by: Peng, Letian, et al.
Published: (2024)
by: Peng, Letian, et al.
Published: (2024)
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models
by: Peng, Letian, et al.
Published: (2024)
by: Peng, Letian, et al.
Published: (2024)
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation
by: Peng, Letian, et al.
Published: (2023)
by: Peng, Letian, et al.
Published: (2023)
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest
by: Peng, Letian, et al.
Published: (2025)
by: Peng, Letian, et al.
Published: (2025)
Linear Correlation in LM's Compositional Generalization and Hallucination
by: Peng, Letian, et al.
Published: (2025)
by: Peng, Letian, et al.
Published: (2025)
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks
by: Peng, Letian, et al.
Published: (2024)
by: Peng, Letian, et al.
Published: (2024)
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
by: Peng, Letian, et al.
Published: (2024)
by: Peng, Letian, et al.
Published: (2024)
Deriving Character Logic from Storyline as Codified Decision Trees
by: Peng, Letian, et al.
Published: (2026)
by: Peng, Letian, et al.
Published: (2026)
Codified Foreshadowing-Payoff Text Generation
by: Yun, Longfei, et al.
Published: (2026)
by: Yun, Longfei, et al.
Published: (2026)
The Price of Format: Diversity Collapse in LLMs
by: Yun, Longfei, et al.
Published: (2025)
by: Yun, Longfei, et al.
Published: (2025)
Answer is All You Need: Instruction-following Text Embedding via Answering the Question
by: Peng, Letian, et al.
Published: (2024)
by: Peng, Letian, et al.
Published: (2024)
Quantifying the Persona Effect in LLM Simulations
by: Hu, Tiancheng, et al.
Published: (2024)
by: Hu, Tiancheng, et al.
Published: (2024)
Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks
by: Kim, Junseok, et al.
Published: (2024)
by: Kim, Junseok, et al.
Published: (2024)
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
by: Zhang, Yuwei, et al.
Published: (2025)
by: Zhang, Yuwei, et al.
Published: (2025)
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
by: Duan, Yifan, et al.
Published: (2025)
by: Duan, Yifan, et al.
Published: (2025)
CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents
by: Tang, Yihong, et al.
Published: (2026)
by: Tang, Yihong, et al.
Published: (2026)
Simulating Organized Group Behavior: New Framework, Benchmark, and Analysis
by: Zou, Xinkai, et al.
Published: (2026)
by: Zou, Xinkai, et al.
Published: (2026)
CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
by: Ye, Xinge, et al.
Published: (2025)
by: Ye, Xinge, et al.
Published: (2025)
Role-playing Prompt Framework: Generation and Evaluation
by: Liu, Xun, et al.
Published: (2024)
by: Liu, Xun, et al.
Published: (2024)
Watermarks for Language Models via Probabilistic Automata
by: Wang, Yangkun, et al.
Published: (2025)
by: Wang, Yangkun, et al.
Published: (2025)
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation
by: Jing, Xiaonan, et al.
Published: (2024)
by: Jing, Xiaonan, et al.
Published: (2024)
Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning
by: Ji, Ke, et al.
Published: (2025)
by: Ji, Ke, et al.
Published: (2025)
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction
by: Hogan, William, et al.
Published: (2024)
by: Hogan, William, et al.
Published: (2024)
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models
by: Mekala, Dheeraj, et al.
Published: (2024)
by: Mekala, Dheeraj, et al.
Published: (2024)
Enhancing Role-playing Systems through Aggressive Queries: Evaluation and Improvement
by: Tang, Yihong, et al.
Published: (2024)
by: Tang, Yihong, et al.
Published: (2024)
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
by: Zhou, Shang, et al.
Published: (2024)
by: Zhou, Shang, et al.
Published: (2024)
FaithRL: Learning to Reason Faithfully through Step-Level Faithfulness Maximization
by: Gui, Runquan, et al.
Published: (2026)
by: Gui, Runquan, et al.
Published: (2026)
MCPDial: A Minecraft Persona-driven Dialogue Dataset
by: Alavi, Seyed Hossein, et al.
Published: (2024)
by: Alavi, Seyed Hossein, et al.
Published: (2024)
Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA
by: Li, Wenwei, et al.
Published: (2026)
by: Li, Wenwei, et al.
Published: (2026)
READ: Improving Relation Extraction from an ADversarial Perspective
by: Li, Dawei, et al.
Published: (2024)
by: Li, Dawei, et al.
Published: (2024)
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
by: Kim, Minjin, et al.
Published: (2024)
by: Kim, Minjin, et al.
Published: (2024)
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering
by: Nguyen, Alex, et al.
Published: (2024)
by: Nguyen, Alex, et al.
Published: (2024)
Order Matters: Rethinking Prompt Construction in In-Context Learning
by: Li, Warren, et al.
Published: (2025)
by: Li, Warren, et al.
Published: (2025)
Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval
by: Zhang, Yuwei, et al.
Published: (2025)
by: Zhang, Yuwei, et al.
Published: (2025)
Thinking Before Speaking: A Role-playing Model with Mindset
by: Zhang, Baohua, et al.
Published: (2024)
by: Zhang, Baohua, et al.
Published: (2024)
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
by: Tseng, Yu-Min, et al.
Published: (2024)
by: Tseng, Yu-Min, et al.
Published: (2024)
Similar Items
-
Codified Finite-state Machines for Role-playing
by: Peng, Letian, et al.
Published: (2026) -
Codifying Character Logic in Role-Playing
by: Peng, Letian, et al.
Published: (2025) -
UltraGen: Extremely Fine-grained Controllable Generation via Attribute Reconstruction and Global Preference Optimization
by: Yun, Longfei, et al.
Published: (2025) -
BOOKMARKS: Efficient Active Storyline Memory for Role-playing
by: Peng, Letian, et al.
Published: (2026) -
Incubating Text Classifiers Following User Instruction with Nothing but LLM
by: Peng, Letian, et al.
Published: (2024)