Picture for Liyi Zhang

Liyi Zhang

Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis

Add code
Mar 17, 2025
Viaarxiv icon

What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions

Add code
Jun 06, 2024
Viaarxiv icon

Analyzing the Benefits of Prototypes for Semi-Supervised Category Learning

Add code
Jun 04, 2024
Viaarxiv icon

Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases

Add code
May 29, 2024
Figure 1 for Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases
Figure 2 for Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases
Figure 3 for Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases
Figure 4 for Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases
Viaarxiv icon

Deep de Finetti: Recovering Topic Distributions from Large Language Models

Add code
Dec 21, 2023
Viaarxiv icon

Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport

Add code
Feb 07, 2022
Figure 1 for Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport
Figure 2 for Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport
Figure 3 for Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport
Figure 4 for Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport
Viaarxiv icon

Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference

Add code
Jun 17, 2021
Figure 1 for Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference
Figure 2 for Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference
Figure 3 for Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference
Figure 4 for Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference
Viaarxiv icon