Hunter Lang

1. TabLLM: Few-shot Classification of Tabular Data with Large Language Models
   2022/10/19 by Stefan Hegselmann, Alejandro Buendia, Hegselmann, Stefan +9 · 41 citations
   Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
2. Large Language Models are Few-Shot Clinical Information Extractors
   2022/05/25 by Monica Agrawal, Stefan Hegselmann, Agrawal, Monica +7 · 18 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Learning to Decode Collaboratively with Multiple Language Models
   2024/03/06 by Shannon Zejiang Shen, Shen, Shannon Zejiang, Hunter Lang +7 · 11 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
4. Understanding the Role of Momentum in Stochastic Gradient Methods
   2019/10/30 by Igor Gitman, Hunter Lang, Gitman, Igor +5 · 6 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Numerical methods in inverse problems #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
5. Theoretical Analysis of Weak-to-Strong Generalization
   2024/05/25 by Hunter Lang, Lang, Hunter, David Sontag +3 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
6. PrefPalette: Personalized Preference Modeling with Latent Attributes
   2025/07/17 by Shuyue Stella Li, Melanie Sclar, Li, Shuyue Stella +20 · 2 voices · 4 citations
   Computer Science · #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #cs.AI
7. Co-training Improves Prompt-based Learning for Large Language Models
   2022/02/02 by Hunter Lang, Lang, Hunter, Monica Agrawal +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
8. AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
   2025/11/13 by Yun He, Wenzhe Li, He, Yun +46 · 2 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning