2 citations · 3 across the 3 of their papers we have counts for
3 papers
Learning to Attribute with Attention
Benjamin Cohen-Wang, Yung-Sung Chuang, Aleksander Madry
Given a sequence of tokens generated by a language model, we may want to identify the preceding tokens that influence the model to generate this sequence. Performing such token att…
Do Large Language Model Benchmarks Test Reliability?
Joshua Vendrow, Edward Vendrow, Sara Beery +1
When deploying large language models (LLMs), it is important to ensure that these models are not only capable, but also reliable. Many benchmarks have been created to track LLMs' g…
ContextCite: Attributing Model Generation to Context
Benjamin Cohen-Wang, Harshay Shah, Kristian Georgiev +1
How do language models use information provided as context when generating a response? Can we infer whether a particular generated statement is actually grounded in the context, a…