논문 원본은 여기에서 확인할 수 있다.
# 참고 논문
Deep reinforcement learning for dialogue generation.
Personalizing dialogue agents: I have a dog, do you have pets too?
A persona-based neural conversation model. : speaker 에 대한 embedding 을 사용하는 방법 (리뷰)
Training millions of personalized dialogue agents.: PERSONA-CHAT dataset + Reddit dataset
TransferTransfo: A transfer learning approach for neural network based conversational agents. : GPT 를 기반으로 하는 방법 (리뷰)
Improving language understanding by generative pre-training. : GPT (리뷰)
Attention is all you need. : Transformer (리뷰)
Policy gradient methods for reinforcement learning with function approximation. : policy gradient methods for RL
Deal or no deal? endto-end learning of negotiation dialogues. : 협상을 위한 대화 학습, self-play 방식 사용
Dually interactive matching network for personalized response selection in retrieval-based chatbots. : retrieval-based 모델
Neural machine translation by jointly learning to align and translate. : Bahdanau attention (리뷰)
Sequence to sequence learning with neural networks. : seq2seq 모델 (리뷰)
Personalized response generation by dual-learning based domain adaptation. : dual-learning 기반
Aiming to know you better perhaps makes me a more engaging dialogue partner. : re-rank (beam search 기반)
An adversarial learning framework for a persona-based multi-turn dialogue model. : adversarial 기반
Personalizing dialogue agents via meta-learning. : meta-learning 기반
Listening between the lines: Learning personal attributes from conversations. : 평소 대화 속에서 사람의 특정을 찾아내는 방식 (리뷰)
Generating persona consistent dialogues by exploiting natural language inference. : persona 기반 response 생성 (1)
Exploiting persona information for diverse generation of conversational responses. : persona 기반 response 생성 (2)
Personalization in goal-oriented dialog. : goal-oriented 에서 personalization (1)
Learning personalized end-toend goal-oriented dialog. : goal-oriented 에서 personalization (2)
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