2 papers
eess.AS2022
Adaptive Multi-Corpora Language Model Training for Speech Recognition
Yingyi Ma, Zhe Liu, Xuedong Zhang
Neural network language model (NNLM) plays an essential role in automatic speech recognition (ASR) systems, especially in adaptation tasks when text-only data is available. In prac…
cs.CL2022
Mitigating Unintended Memorization in Language Models via Alternating Teaching
Zhe Liu, Xuedong Zhang, Fuchun Peng
Recent research has shown that language models have a tendency to memorize rare or unique sequences in the training corpora which can thus leak sensitive attributes of user data. W…