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Hsiao-Wuen Hon

2 accepted papers

2020

UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training

ICML 2020poster

We propose to pre-train a unified language model for both autoencoding and partially autoregressive language modeling tasks using a novel training procedure, referred to as a pseudo-masked language model (PMLM). Given an input text with masked tokens, we rely on conventional masks to learn inter-rel…

2019

Unified Language Model Pre-training for Natural Language Understanding and Generation

NeurIPS 2019poster

This paper presents a new Unified pre-trained Language Model (UniLM) that can be fine-tuned for both natural language understanding and generation tasks. The model is pre-trained using three types of language modeling tasks: unidirectional, bidirectional, and sequence-to-sequence prediction. The uni…