Ning Cheng
- Papers
- 5
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5papers
Authored papers
5Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry
arXiv 2026
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
arXiv 2025
Sentinel: Attention Probing of Proxy Models for LLM Context Compression with an Understanding Perspective
arXiv 2025
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
arXiv 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
arXiv 2023
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