Li Du

Latest

• Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling
• Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
• Principled Gradient-Based MCMC for Conditional Sampling of Text
• When is a Language Process a Language Model?
• On the Representational Capacity of Recurrent Neural Language Models
• Structured Voronoi Sampling
• A Formal Perspective on Byte-Pair Encoding
• A Measure-theoretic Characterization of Tight Language Model
• Tokenization and the Noiseless Channel