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Dialogue Breakdown Detection using Hierarchical Bi

alogue system provides the ability to chat with user mimic the conversation between two people The objective of chat oriented dialogue system is to respond properly and convinc ingly to users utterances Recent chat oriented dialogue sys tems usually adopt neural machine translation architecture 6 7 and are trained in an end to end manner

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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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alogue First a dualist oppositionbetween a referenciation situationspecific to natural dialogue and a referenciation situation specific to man machine dialogue is a caricature Rather machine and itspartneer must succeed in holdinga dialogue withoutthe help of a third person This distance truly feeds the illusion of the machine autonomy

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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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alogue system To our knowledge this has not been discussed in depth by previous literature ∗ Corresponding author E mail address cambria ntu edu sg E Cambria Early attempts to build dialogue systems can be dated back to the 1960s 5 Since then dialogue systems are either designed to perform

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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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