LiuZ. x 3

bookGenerative flow networks for discrete probabilistic modeling

We present energy-based generative flow networks (EB-GFN), a novel probabilistic modeling algorithm ...

2022-06-27 20:00:00

ZhangD.MalkinN.LiuZ.VolokhovaA.

bookEr-test: Evaluating explanation regularization methods for nlp models

… Functional Tests Figure 4 demonstrates the failure rates on functional tests (as listed...

2022-05-25 00:00:00

LiuZ.SanjabiM.NieS.JoshiB.ChanA.

bookEr-test: Evaluating explanation regularization methods for language models

… We observe (Table 2) the drop in performance (∆) for sentiment analysis and NLI when ...

2022-01-01 00:00:00

LiuZ.SanjabiM.NieS.JoshiB.ChanA.