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Chapter and Conference Paper
The Second Conversational Intelligence Challenge (ConvAI2)
We describe the setting and results of the ConvAI2 NeurIPS competition that aims to further the state-of-the-art in open-domain chatbots. Some key takeaways from the competition are: (1) pretrained Transformer...
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Chapter and Conference Paper
The First Conversational Intelligence Challenge
The first Conversational Intelligence Challenge was conducted over 2017 with finals at NIPS conference. The challenge IS aimed at evaluating the state of the art in non-goal-driven dialogue systems (chatbots) ...
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Chapter and Conference Paper
Introduction to NIPS 2017 Competition Track
Competitions have become a popular tool in the data science community to solve hard problems, assess the state of the art and spur new research directions. Companies like Kaggle and open source platforms like ...
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Book
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Chapter and Conference Paper
Combining Slot-based Vector Space Model for Voice Book Search
We describe a hybrid approach to vector space model that improves accuracy in voice search for books. We compare different vector space approaches and demonstrate that the hybrid search model using a weighted ...
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Article
Interactive Speech Translation in the Diplomat Project
The Diplomat rapid-deployment speech-translation systemis intended to allow naï ve users to communicate across a languagebarrier, without strong domain restrictions, despite the error-pronenature of current sp...