Hanlin Zhang

1. DataComp-LM: In search of the next generation of training sets for language models
   2024/06/17 by Jeffrey Li, Alex Fang, Alex Chengyu Fang +121 · 2 voices · 80 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
2. Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark
   2023/04/06 by Alexander Pan, Pan, Alexander, Andy Zou +16 · 14 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
3. Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models
   2023/11/07 by Hanlin Zhang, Benjamin Edelman, Zhang, Hanlin +9 · 13 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
4. Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
   2024/02/27 by Zhenting Qi, Qi, Zhenting, Hanlin Zhang +7 · 12 citations
   Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Web Data Mining and Analysis
5. How Does Critical Batch Size Scale in Pre-training?
   2024/10/29 by Hanlin Zhang, Depen Morwani, Zhang, Hanlin +13 · 14 citations
   Psychology · #Human Resource Development and Performance Evaluation
6. Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
   2023/05/05 by Hanlin Zhang, Jiani Huang, Zhang, Hanlin +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. A Study on the Calibration of In-context Learning
   2023/12/07 by Hanlin Zhang, Zhang, Hanlin, Yifan Zhang +13 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Learning Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
   2024/06/15 by David Brandfonbrener, Hanlin Zhang, Brandfonbrener, David +7 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
9. EvoLM: In Search of Lost Language Model Training Dynamics
   2025/06/19 by Zhenting Qi, Qi, Zhenting, Fan Nie +15 · 1 voice · 1 citation
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG