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Dialogue Breakdown Detection using Hierarchical Bi

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Deep Reinforcement Learning for Dialogue Generation

alogue generation two problems emerge First SEQ2SEQ models are trained by predicting the next dialogue turn in a given conversational context using the maximum likelihood estimation MLE objective function However it is not clear how well MLE approximates the real world goal of chatbot develop ment teaching a machine to converse with humans

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PDF Mechanism aware Neural Machine for Dialogue

Similar to our task responses generation in a dialogue system is also a one to many problem Zhou et al 2017a propose a mechanism aware seq2seq model for controllable response generation They

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alogue must take the meaning of context and the input noise into account Table1shows examples of dialogue fragment in Chinese and their transla tion in English Example 1 demonstrates that the omission in traditional translation e g dropped pronouns in Chinese leads to inaccurate translation results

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A Human machine Collaborative Framework for

alogue evaluation It leverages both human judge ment and machine prediction by assigning low con fidence machine generated samples to human work ers while minimizing overall human effort 3 Methodology 3 1 Overview Suppose we have a set of Msamples f C i x i gM i=1 to be evaluated Here C i is the dialogue context

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The Persuasive Power of Human Machine Dialogue

The Persuasive Power of Human Machine Dialogue 191 in speech can humanize an interaction with a computer voice and potentially encourage peripheral processing of persuasive messages However these studies do not focus on the effects of actively engaging the user in dialogue as we do in this study 2 3 Tailored Information

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On line Active Reward Learning for Policy Optimisation

alogue policy and a reward estimator on line from scratch and is directly applicable to real world ap plications The rest of the paper is organised as follows The next section gives an overview of related work The proposed framework is then described in §3 This consists of the policy learning al gorithm the creation of the dialogue embedding

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A Human machine Collaborative Framework for

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