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controllable text generation

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DataFunTalk
DataFunTalk
Dec 1, 2022 · Artificial Intelligence

Advances and Challenges in Controllable Text Generation with Pretrained Language Models

This report reviews the background, recent research progress, practical applications, and future directions of controllable text generation using transformer‑based pretrained language models, highlighting methods such as decoding strategies, prompt learning, memory networks, continual learning, contrastive training, and knowledge integration.

continual learningcontrastive trainingcontrollable text generation
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Advances and Challenges in Controllable Text Generation with Pretrained Language Models