Jan Kleindienst

Publications
Influence

Text Understanding with the Attention Sum Reader Network

Rudolf Kadlec, Martin Schmid, Ondrej Bajgar, Jan Kleindienst
Computer Science
ACL
4 March 2016

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

Knowledge Base Completion: Baselines Strike Back

Rudolf Kadlec, Ondrej Bajgar, Jan Kleindienst
Computer Science, Mathematics
Rep4NLP@ACL
30 May 2017

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

Improved Deep Learning Baselines for Ubuntu Corpus Dialogs

Rudolf Kadlec, Martin Schmid, Jan Kleindienst
Computer Science
ArXiv
13 October 2015

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

Embracing data abundance: BookTest Dataset for Reading Comprehension

Ondrej Bajgar, Rudolf Kadlec, Jan Kleindienst
Computer Science
ArXiv
4 October 2016

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

Hybrid Dialog State Tracker with ASR Features

Miroslav Vodolán, Rudolf Kadlec, Jan Kleindienst
Computer Science
EACL
21 February 2017

We present a hybrid dialog state tracker enhanced by trainable Spoken Language Understanding (SLU) for slot-filling dialog systems. Expand

SitCom - Development Platform for Multimodal Perceptual Services

Pascal Fleury, J. Curín, Jan Kleindienst
Computer Science
HoloMAS
3 September 2007

We introduce SitCom , a novel software utility for developing context-aware services, editing and deploying context situation models, and simulating perceptual components. Expand

Vision-Enhanced Multi-Modal Interactions in Domotic Environments

Jan Kleindienst, T. Macek, L. Serédi, J. Sedivý
2004

This paper introduces key components of user interaction framework that harness speech recognition, multi-modality and computer vision in the residential environment. The interface technologies… Expand

ECAF: Authoring Language for Embodied Conversational Agents

L. Kunc, Jan Kleindienst
Computer Science
TSD
3 September 2007

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

An instantiable speech biometrics module with natural language interface: implementation in the telephony environment

J. Navratil, Jan Kleindienst, Stephane H Maes
Computer Science
IEEE International Conference on Acoustics…
5 June 2000

This paper describes an implementation of the concept of conversational speech biometrics approach to personal authentication in the telephony environment. Expand

Hierarchical feature-based translation for scalable natural language understanding

G. N. Ramaswamy, Jan Kleindienst
Computer Science
INTERSPEECH
2000

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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