3 citations · 4 across the 9 of their papers we have counts for
4 papers · 1 filter
MisinfoEval: Generative AI in the Era of "Alternative Facts"
Saadia Gabriel, Liang Lyu, James Siderius +3
The spread of misinformation on social media platforms threatens democratic processes, contributes to massive economic losses, and endangers public health. Many efforts to address…
Algorithmic Capabilities of Random Transformers
Ziqian Zhong, Jacob Andreas
Trained transformer models have been found to implement interpretable procedures for tasks like arithmetic and associative recall, but little is understood about how the circuits t…
Language Modeling with Editable External Knowledge
Belinda Z. Li, Emmy Liu, Alexis Ross +3
When the world changes, so does the text that humans write about it. How do we build language models that can be easily updated to reflect these changes? One popular approach is re…
An Incomplete Loop: Deductive, Inductive, and Abductive Reasoning in Language Models
Emmy Liu, Graham Neubig, Jacob Andreas
Modern language models (LMs) can learn to perform new tasks in different ways: in instruction following, the target task is described explicitly in natural language; in few-shot pr…