2 citations · 8 across the 4 of their papers we have counts for
4 papers
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
Xuhui Zhou, Zhe Su, Tiwalayo Eisape +2
Recent advances in large language models (LLM) have enabled richer social simulations, allowing for the study of various social phenomena. However, most recent work has used a more…
A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models
Tiwalayo Eisape, MH Tessler, Ishita Dasgupta +3
A central component of rational behavior is logical inference: the process of determining which conclusions follow from a set of premises. Psychologists have documented several way…
Probing for Incremental Parse States in Autoregressive Language Models
Tiwalayo Eisape, Vineet Gangireddy, Roger P. Levy +1
Next-word predictions from autoregressive neural language models show remarkable sensitivity to syntax. This work evaluates the extent to which this behavior arises as a result of…
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
Mycal Tucker, Tiwalayo Eisape, Peng Qian +2
Recent causal probing literature reveals when language models and syntactic probes use similar representations. Such techniques may yield "false negative" causality results: models…