Proactive Human-Machine Conversation with Explicit Conversation Goal

ACL 2019 PaddlePaddle/models

Konv enables a very challenging task as the model needs to both understand dialogue and plan over the given knowledge graph.

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications

WS 2018 PaddlePaddle/models

Experiments show that human performance is well above current state-of-the-art baseline systems, leaving plenty of room for the community to make improvements.

MACHINE READING COMPREHENSION

Pointer Networks

NeurIPS 2015 PaddlePaddle/models

It differs from the previous attention attempts in that, instead of using attention to blend hidden units of an encoder to a context vector at each decoder step, it uses attention as a pointer to select a member of the input sequence as the output.

COMBINATORIAL OPTIMIZATION

Proactive Human-Machine Conversation with Explicit Conversation Goals

13 Jun 2019PaddlePaddle/models

DuConv enables a very challenging task as the model needs to both understand dialogue and plan over the given knowledge graph.

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