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Patrick Ernst

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affiliation: Max Planck Institute for Informatics, Saarbücken, Germany

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2020 – today

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2024
[c21]
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Magdalena Kaiser, Patrick Ernst, György Szarvas:
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems. EMNLP (Findings) 2024: 6236-6246
2023
[c20]
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Marin Vlastelica, Patrick Ernst, Gyuri Szarvas:
Taming Continuous Posteriors for Latent Variational Dialogue Policies. AAAI 2023: 13673-13681
2022
[c19]
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Cheng Wang, Jorge Balazs, György Szarvas, Patrick Ernst, Lahari Poddar, Pavel Danchenko:
Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study. EMNLP (Industry Track) 2022: 145-153
[c18]
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Lahari Poddar, György Szarvas, Cheng Wang, Jorge Balazs, Pavel Danchenko, Patrick Ernst:
Deploying a Retrieval based Response Model for Task Oriented Dialogues. EMNLP (Industry Track) 2022: 169-178
[i3]
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  - journals/corr/abs-2205-07633
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Marin Vlastelica, Patrick Ernst, Gyuri Szarvas:
Taming Continuous Posteriors for Latent Variational Dialogue Policies. CoRR abs/2205.07633 (2022)
[i2]
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  - journals/corr/abs-2210-14379
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Lahari Poddar, György Szarvas, Cheng Wang, Jorge Balazs, Pavel Danchenko, Patrick Ernst:
Deploying a Retrieval based Response Model for Task Oriented Dialogues. CoRR abs/2210.14379 (2022)
2020
[c17]
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Beyza Ermis, Patrick Ernst, Yannik Stein, Giovanni Zappella:
Learning to Rank in the Position Based Model with Bandit Feedback. CIKM 2020: 2405-2412
[c16]
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  - conf/cikm/MoerchenEZ20
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Fabian Moerchen, Patrick Ernst, Giovanni Zappella:
Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback. CIKM 2020: 2661-2668
[c15]
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  - conf/semweb/TerolliEW20
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Erisa Terolli, Patrick Ernst, Gerhard Weikum:
Focused Query Expansion with Entity Cores for Patient-Centric Health Search. ISWC (1) 2020: 547-564
[i1]
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  - journals/corr/abs-2004-13106
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Beyza Ermis, Patrick Ernst, Yannik Stein, Giovanni Zappella:
Learning to Rank in the Position Based Model with Bandit Feedback. CoRR abs/2004.13106 (2020)

2010 – 2019

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2019
[c14]
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Patrick Ernst, Erisa Terolli, Gerhard Weikum:
LongLife: a Platform for Personalized Search for Health and Life Sciences. ISWC (Satellites) 2019: 237-240
2018
[c13]
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  - conf/www/ErnstSW18
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Patrick Ernst, Amy Siu, Gerhard Weikum:
HighLife: Higher-arity Fact Harvesting. WWW 2018: 1013-1022
2017
[b1]
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Patrick Ernst:
Biomedical knowledge base construction from text and its applications in knowledge-based systems. Saarland University, Germany, 2017
[c12]
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Patrick Ernst, Arunav Mishra, Avishek Anand, Vinay Setty:
BioNex: A System For Biomedical News Event Exploration. SIGIR 2017: 1277-1280
2016
[c11]
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Patrick Ernst, Amy Siu, Dragan Milchevski, Johannes Hoffart, Gerhard Weikum:
DeepLife: An Entity-aware Search, Analytics and Exploration Platform for Health and Life Sciences. ACL (System Demonstrations) 2016: 19-24
[c10]
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Amy Siu, Patrick Ernst, Gerhard Weikum:
Disambiguation of entities in MEDLINE abstracts by combining MeSH terms with knowledge. BioNLP@ACL 2016: 72-76
[c9]
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  - conf/cikm/SeufertBBKEW16
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Stephan Seufert, Klaus Berberich, Srikanta J. Bedathur, Sarath Kumar Kondreddi, Patrick Ernst, Gerhard Weikum:
ESPRESSO: Explaining Relationships between Entity Sets. CIKM 2016: 1311-1320
[c8]
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Stephan Seufert, Patrick Ernst, Srikanta J. Bedathur, Sarath Kumar Kondreddi, Klaus Berberich, Gerhard Weikum:
Instant Espresso: Interactive Analysis of Relationships in Knowledge Graphs. WWW (Companion Volume) 2016: 251-254
2015
[j1]
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Patrick Ernst, Amy Siu, Gerhard Weikum:
KnowLife: a versatile approach for constructing a large knowledge graph for biomedical sciences. BMC Bioinform. 16: 157:1-157:13 (2015)
2014
[c7]
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Patrick Ernst, Cynthia Meng, Amy Siu, Gerhard Weikum:
KnowLife: A knowledge graph for health and life sciences. ICDE 2014: 1254-1257
[p1]
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Daniel Sonntag, Sonja Zillner, Patrick Ernst, Christian Schulz, Michael Sintek, Peter Dankerl:
Mobile Radiology Interaction and Decision Support Systems of the Future. Towards the Internet of Services 2014: 371-382
2013
[c6]
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Adam Grycner, Patrick Ernst, Amy Siu, Gerhard Weikum:
Knowledge Discovery on Incompatibility of Medical Concepts. CICLing (1) 2013: 114-125
2010
[c5]
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  - conf/ic3k/MollerEDS10
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Manuel Möller, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. KDIR 2010: 5-13
[c4]
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Manuel Möller, Daniel Sonntag, Patrick Ernst:
A Spatio-anatomical Medical Ontology and Automatic Plausibility Checks. IC3K 2010: 41-55
[c3]
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Manuel Möller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Representing the International Classification of Diseases Version 10 in OWL. KEOD 2010: 50-59
[c2]
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  - conf/ic3k/MollerSE10a
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Manuel Möller, Daniel Sonntag, Patrick Ernst:
Modeling the International Classification of Diseases (ICD-10) in OWL. IC3K 2010: 226-240
[c1]
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  - conf/kes/MollerESSGCD10
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Manuel Möller, Patrick Ernst, Michael Sintek, Sascha Seifert, Gunnar Aastrand Grimnes, Alexander Cavallaro, Andreas Dengel:
Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas. KES (1) 2010: 290-299

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