8 citations · 24 across the 7 of their papers we have counts for
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cs.AI2022
Controlling the Focus of Pretrained Language Generation Models
Jiabao Ji, Yoon Kim, James Glass +1
The finetuning of pretrained transformer-based language generation models are typically conducted in an end-to-end manner, where the model learns to attend to relevant parts of the…
cs.AI2021★ 5 cited
An Empirical Study on Few-shot Knowledge Probing for Pretrained Language Models
Tianxing He, Kyunghyun Cho, James Glass
Prompt-based knowledge probing for 1-hop relations has been used to measure how much world knowledge is stored in pretrained language models. Existing work uses considerable amount…
cs.AI2018
Detecting egregious responses in neural sequence-to-sequence models
Tianxing He, James Glass
In this work, we attempt to answer a critical question: whether there exists some input sequence that will cause a well-trained discrete-space neural network sequence-to-sequence (…