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Nanyun Peng — most-cited papers & profile · Large Language Models
← authors
·
overview
Nanyun Peng
26
papers ·
142
citations ·
41
h-index
University of California, Los Angeles · UCLA Health
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Safeworld: Geo-diverse Safety Alignment
2024 · 13 citations
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
2023 · 7 citations
On Prompt-Driven Safeguarding for Large Language Models
2024 · 5 citations
BRIEF: Bridging Retrieval And Inference For Multi-hop Reasoning Via Compression
2024 · 4 citations
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
2024 · 4 citations
On the Loss of Context-awareness in General Instruction Fine-tuning
2024 · 2 citations
Model Extrapolation Expedites Alignment
2024 · 1 citations
Detecting Machine-Generated Long-Form Content with Latent-Space Variables
2024 · 1 citations
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization
2024
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
2024
Control Large Language Models via Divide and Conquer
2024
Evaluating Cultural and Social Awareness of LLM Web Agents
2024
DRS: Deep Question Reformulation With Structured Output
2024
Top co-authors
Kai-Wei Chang
· 6
Bryan Hooi
· 2
Chujie Zheng
· 2
Haoyi Qiu
· 2
Jia-Chen Gu
· 2
Minlie Huang
· 2
Yiwei Wang
· 2
Yujun Cai
· 2
Aditya Grover
· 1
Alexander R. Fabbri
· 1
Andrew Bai
· 1
Ashima Suvarna
· 1
Topics
cs.CL
cs.LG
cs.AI
Safety & Alignment
Evaluation
RAG
Efficiency
Model Architecture