DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation

ACL 2020 Yizhe ZhangSiqi SunMichel GalleyYen-Chun ChenChris BrockettXiang GaoJianfeng GaoJingjing LiuBill Dolan

We present a large, tunable neural conversational response generation model, DIALOGPT (dialogue generative pre-trained transformer). Trained on 147M conversation-like exchanges extracted from Reddit comment chains over a period spanning from 2005 through 2017, DialoGPT extends the Hugging Face PyTorch transformer to attain a performance close to human both in terms of automatic and human evaluation in single-turn dialogue settings... (read more)

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