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05/26/2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues
User Satisfaction Modeling (USM) is one of the popular choices for task-...
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05/22/2023
Rethinking Semi-supervised Learning with Language Models
Semi-supervised learning (SSL) is a popular setting aiming to effectivel...
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10/21/2022
Just Mix Once: Worst-group Generalization by Group Interpolation
Advances in deep learning theory have revealed how average generalizatio...
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01/26/2022
PARS: Pseudo-Label Aware Robust Sample Selection for Learning with Noisy Labels
Acquiring accurate labels on large-scale datasets is both time consuming...
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09/27/2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
In NLP, a large volume of tasks involve pairwise comparison between two ...
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06/16/2021
Improving the expressiveness of neural vocoding with non-affine Normalizing Flows
This paper proposes a general enhancement to the Normalizing Flows (NF) ...
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02/01/2021
Universal Neural Vocoding with Parallel WaveNet
We present a universal neural vocoder based on Parallel WaveNet, with an...
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02/23/2018