Happy to share our work on Amortized Population Gibbs Samplers! arXiv: arxiv.org/abs/1911.01382

#NLProc does not have a standard benchmark for interpretability. I am stoked to announce ERASER: the first-ever effort on unifying and standardizing NLP tasks with the goal of interpretability. eraserbenchmark.com

1/ New work by Alican (Alican) and Babak (Babak Esmaeili): "Evaluating Combinatorial Generalization in Variational Autoencoders" (arxiv.org/abs/1911.04594) In this paper we ask the question: "To what extent do VAEs generalize to unseen combinations of features?"(thread)

Sharing our #ACL2023NLP paper on evaluation for medical multi-document summarization! New human annotated dataset, new metrics, and an in-depth analysis, here: arxiv.org/abs/2305.13693 Joint w/ Yulia Jay DeYoung Thinh Truong BaileyKuehl ErinBransom Ai2 byron wallace