20 citations · 71 across the 20 of their papers we have counts for
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cs.CL2020
Learning from Mistakes: Using Mis-predictions as Harm Alerts in Language Pre-Training
Chen Xing, Wenhao Liu, Caiming Xiong
Fitting complex patterns in the training data, such as reasoning and commonsense, is a key challenge for language pre-training. According to recent studies and our empirical observ…
cs.CL2020★ 20 cited
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu +5
Intent detection is one of the core components of goal-oriented dialog systems, and detecting out-of-scope (OOS) intents is also a practically important skill. Few-shot learning is…