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Unified Language Model Pre-training for Natural Language Understanding and Generation
Latest   Machine Learning

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

Last Updated on July 25, 2023 by Editorial Team

Author(s): Edward Ma

Originally published on Towards AI.

Using UNILM to tackle natural language understanding (NLU) and natural language generation (NLG)

Unified Language Model Pre-training for Natural Language Understanding and Generation
Photo by Louis Hansel on Unsplash

Recent state-of-the-art NLP pre-trained models also use a language model to learn contextualized text representation. From ELMo (Peter et al., 2018), GPT (Radford et al., 2018) to BERT (Devlin et al., 2018), all of them use language model (LM) to achieve a better result.

Dong et al. present a new model, Unified Language Model (UNILM), to tackle natural language understanding (NLU) and natural language generation (NLG) which is trained by English Wikipedia and BookCorpus. Different from ELMo (Peter et al., 2018), GPT (Radford et al., 2018) and BERT (Devlin et al., 2018), UNILM implement unidirectional language… Read the full blog for free on Medium.

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Published via Towards AI

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