Lu Cheng
- Papers
- 10
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Authored papers
10Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models
arXiv 2026
Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens
arXiv 2026
EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering and Reasoning
arXiv 2026
QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation
arXiv 2025
MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs
arXiv 2025
Shakespearean Sparks: The Dance of Hallucination and Creativity in LLMs' Decoding Layers
arXiv 2025
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
arXiv 2024
Large Language Models for Data Annotation and Synthesis: A Survey
arXiv 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
arXiv 2024
Interpreting Pretrained Language Models via Concept Bottlenecks
arXiv 2023
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