Letian Peng
- Papers
- 13
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Authored papers
13BOOKMARKS: Efficient Active Storyline Memory for Role-playing
arXiv 2026
How Well Does Generative Recommendation Generalize?
arXiv 2026
Deriving Character Logic from Storyline as Codified Decision Trees
arXiv 2026
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest
arXiv 2025
Linear Correlation in LM's Compositional Generalization and Hallucination
arXiv 2025
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
arXiv 2025
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining
arXiv 2025
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
arXiv 2024
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models
arXiv 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM
arXiv 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question
arXiv 2024
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation
arXiv 2023
EmojiLM: Modeling the New Emoji Language
arXiv 2023
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