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Text Understanding with the Attention Sum Reader Network
TLDR
We present a new model that uses attention to directly pick the answer from the context as opposed to computing the answer using a blended representation of words in the document as is usual in similar models. Expand
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Knowledge Base Completion: Baselines Strike Back
TLDR
This paper shows that the accuracy of almost all models published on the FB15k can be outperformed by an appropriately tuned baseline - our reimplementation of the DistMult model. Expand
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Improved Deep Learning Baselines for Ubuntu Corpus Dialogs
TLDR
This paper presents results of our experiments for the next utterance ranking on the Ubuntu Dialog Corpus -- the largest publicly available multi-turn dialog corpus, and report state-of-the-art results. Expand
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Embracing data abundance: BookTest Dataset for Reading Comprehension
TLDR
This article is making a case for the community to move to larger data and as a step in that direction it is proposing a new dataset similar to the popular Children's Book Test (CBT), however more than 60 times larger. Expand
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Hybrid Dialog State Tracker with ASR Features
TLDR
We present a hybrid dialog state tracker enhanced by trainable Spoken Language Understanding (SLU) for slot-filling dialog systems. Expand
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SitCom - Development Platform for Multimodal Perceptual Services
TLDR
We introduce SitCom , a novel software utility for developing context-aware services, editing and deploying context situation models, and simulating perceptual components. Expand
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Vision-Enhanced Multi-Modal Interactions in Domotic Environments
This paper introduces key components of user interaction framework that harness speech recognition, multi-modality and computer vision in the residential environment. The interface technologiesExpand
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ECAF: Authoring Language for Embodied Conversational Agents
TLDR
We introduce the ECA authoring language, called ECAF (Embodied Conversational Agent Facade), which focuses on the needs of developers that build multimodal applications with ECA-based interfaces. Expand
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An instantiable speech biometrics module with natural language interface: implementation in the telephony environment
TLDR
This paper describes an implementation of the concept of conversational speech biometrics approach to personal authentication in the telephony environment. Expand
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Hierarchical feature-based translation for scalable natural language understanding
TLDR
This paper addresses scalability issues in natural language understanding, and describes a method for performing the translation of a user input into a formal command in a hierarchical manner. Expand
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