Ralf Krestel

Orcid: 0000-0002-5036-8589

Affiliations:
  • ZBW - Leibniz Information Centre for Economics, Germany
  • Kiel University, Germany
  • Hasso Plattner Institute, Potsdam, Germany (former)


According to our database1, Ralf Krestel authored at least 103 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Editorial.
Datenbank-Spektrum, March, 2023

Generation of training data for named entity recognition of artworks.
Semantic Web, 2023

Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc XAI Algorithms into a Multi-dimensional Benchmark.
Proceedings of the Explainable Artificial Intelligence, 2023

4th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2023).
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Efficient Ultrafine Typing of Named Entities.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

2022
Data-driven analysis and prediction of norm acceptance.
Inform. Spektrum, 2022

Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark.
CoRR, 2022

3rd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2022).
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Art Creation with Multi-Conditional StyleGANs.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Generating Domain-Specific Knowledge Graphs: Challenges with Open Information Extraction.
Proceedings of the 1st International Workshop on Knowledge Graph Generation From Text and the 1st International Workshop on Modular Knowledge co-located with 19th Extended Semantic Conference (ESWC 2022), 2022

Discovering Fine-Grained Semantics in Knowledge Graph Relations.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
CrashNet: an encoder-decoder architecture to predict crash test outcomes.
Data Min. Knowl. Discov., 2021

Novel Views on Novels: Embedding Multiple Facets of Long Texts.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech2021).
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Multifaceted Domain-Specific Document Embeddings.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

ComEx: Comment Exploration on Online News Platforms.
Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Interactive Curation of Semantic Representations in Digital Libraries.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

Do Embeddings Actually Capture Knowledge Graph Semantics?
Proceedings of the Semantic Web - 18th International Conference, 2021

Robust Visualisation of Dynamic Text Collections: Measuring and Comparing Dimensionality Reduction Algorithms.
Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks.
Proceedings of The 2nd International Workshop on Computational Approaches to Historical Language Change 2021, 2021

2020
PatentMatch: A Dataset for Matching Patent Claims & Prior Art.
CoRR, 2020

Explainable AI under contract and tort law: legal incentives and technical challenges.
Artif. Intell. Law, 2020

HyCoNN: Hybrid Cooperative Neural Networks for Personalized News Discussion Recommendation.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Learning Fine-Grained Semantics for Multi-Relational Data.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Sense Tree: Discovery of New Word Senses with Graph-based Scoring.
Proceedings of the Conference "Lernen, 2020

Dynamic Channel and Layer Gating in Convolutional Neural Networks.
Proceedings of the KI 2020: Advances in Artificial Intelligence, 2020

Hierarchical Document Classification as a Sequence Generation Task.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Visualising Large Document Collections by Jointly Modeling Text and Network Structure.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Exploration Interface for Jointly Visualised Text and Graph Data.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Top Comment or Flop Comment? Predicting and Explaining User Engagement in Online News Discussions.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Semantic Analysis of Cultural Heritage Data: Aligning Paintings and Descriptions in Art-Historic Collections.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A Dataset of Journalists' Interactions with Their Readership: When Should Article Authors Reply to Reader Comments?
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Offensive Language Detection Explained.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

Bagging BERT Models for Robust Aggression Identification.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

2019
Domain-specific word embeddings for patent classification.
Data Technol. Appl., 2019

Measuring and Facilitating Data Repeatability in Web Science.
Datenbank-Spektrum, 2019

My Approach = Your Apparatus? Entropy-Based Topic Modeling on Multiple Domain-Specific Text Collections.
CoRR, 2019

Mining Business Relationships from Stocks and News.
Proceedings of the Mining Data for Financial Applications - 4th ECML PKDD Workshop, 2019

hpiDEDIS at GermEval 2019: Offensive Language Identification using a German BERT model.
Proceedings of the 15th Conference on Natural Language Processing, 2019

Who is Mona L.? Identifying Mentions of Artworks in Historical Archives.
Proceedings of the Digital Libraries for Open Knowledge, 2019

2018
The Challenges of Creating, Maintaining and Exploring Graphs of Financial Entities.
Proceedings of the Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2018

Prediction for the Newsroom: Which Articles Will Get the Most Comments?
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

My Approach = Your Apparatus?
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

WELDA: Enhancing Topic Models by Incorporating Local Word Context.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Learning Patent Speak: Investigating Domain-Specific Word Embeddings.
Proceedings of the 2018 Thirteenth International Conference on Digital Information Management (ICDIM), 2018

Book Recommendation Beyond the Usual Suspects - Embedding Book Plots Together with Place and Time Information.
Proceedings of the Maturity and Innovation in Digital Libraries, 2018

Topic-aware Network Visualisation to Explore Large Email Corpora.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

Bringing Back Structure to Free Text Email Conversations with Recurrent Neural Networks.
Proceedings of the Advances in Information Retrieval, 2018

Delete or not Delete? Semi-Automatic Comment Moderation for the Newsroom.
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying, 2018

Aggression Identification Using Deep Learning and Data Augmentation.
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying, 2018

Beacon in the Dark: A System for Interactive Exploration of Large Email Corpora.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Challenges for Toxic Comment Classification: An In-Depth Error Analysis.
Proceedings of the 2nd Workshop on Abusive Language Online, 2018

2017
Das Fachgebiet "Informationssysteme" am Hasso-Plattner-Institut.
Datenbank-Spektrum, 2017

What was Hillary Clinton doing in Katy, Texas?
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Comparing Features for Ranking Relationships Between Financial Entities based on Text.
Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2017

Uncovering Business Relationships: Context-sensitive Relationship Extraction for Difficult Relationship Types.
Proceedings of the Lernen, 2017

How Do Search Engines Work? A Massive Open Online Course with 4000 Participants.
Proceedings of the Lernen, 2017

Identifying Media Bias by Analyzing Reported Speech.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

What Should I Cite? Cross-Collection Reference Recommendation of Patents and Papers.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2017

2016
Identifying Political Bias in News Articles.
Bull. IEEE Tech. Comm. Digit. Libr., 2016

The Information Systems Group at HPI.
SIGMOD Rec., 2016

Which Answer is Best?: Predicting Accepted Answers in MOOC Forums.
Proceedings of the 25th International Conference on World Wide Web, 2016

TextAI: Enhancing TextAE with Intelligent Annotation Support.
Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016

Topic Shifts in StackOverflow: Ask it Like Socrates.
Proceedings of the Natural Language Processing and Information Systems, 2016

Classification of German Newspaper Comments.
Proceedings of the Conference "Lernen, 2016

Analyzing NIH Funding Patterns over Time with Statistical Text Analysis.
Proceedings of the Scholarly Big Data: AI Perspectives, 2016

2015
Diversifying customer review rankings.
Neural Networks, 2015

Tweet-Recommender: Finding Relevant Tweets for News Articles.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Learning Temporal Tagging Behaviour.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Online Temporal Summarization of News Events.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

How to Stay Up-To-Date on Twitter With General Keywords.
Proceedings of the LWA 2015 Workshops: KDML, 2015

A Serendipity Model for News Recommendation.
Proceedings of the KI 2015: Advances in Artificial Intelligence, 2015

2014
Modeling human newspaper readers: The Fuzzy Believer approach.
Nat. Lang. Eng., 2014

2013
Recommending patents based on latent topics.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Generating contextualized sentiment lexica based on latent topics and user ratings.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

Topic Cropping: Leveraging Latent Topics for the Analysis of Small Corpora.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

2012
On the use of language models and topic models in the web : new algorithms for filtering, classification, ranking, and recommendation.
PhD thesis, 2012

Reranking web search results for diversity.
Inf. Retr., 2012

Personalized topic-based tag recommendation.
Neurocomputing, 2012

Treehugger or petrolhead?: identifying bias by comparing online news articles with political speeches.
Proceedings of the 21st World Wide Web Conference, 2012

iParticipate: Automatic Tweet Generation from Local Government Data.
Proceedings of the Database Systems for Advanced Applications, 2012

2011
Integrating Wiki Systems, Natural Language Processing, and Semantic Technologies for Cultural Heritage Data Management.
Proceedings of the Language Technology for Cultural Heritage, 2011

Diversifying Product Review Rankings: Getting the Full Picture.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Visual interfaces for stimulating exploratory search.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

2010
Why finding entities in Wikipedia is difficult, sometimes.
Inf. Retr., 2010

Converting a Historical Architecture Encyclopedia into a Semantic Knowledge Base.
IEEE Intell. Syst., 2010

Language Models and Topic Models for Personalizing Tag Recommendation.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Exploiting click-through data for entity retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Semantic Content Access Using Domain-Independent NLP Ontologies.
Proceedings of the Natural Language Processing and Information Systems, 2010

Learning the Importance of Latent Topics to Discover Highly Influential News Items.
Proceedings of the KI 2010: Advances in Artificial Intelligence, 2010

Ranking Entities Using Web Search Query Logs.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
Believe It or Not: Solving the TAC 2009 Textual Entailment Tasks through an Artificial Believer System.
Proceedings of the Second Text Analysis Conference, 2009

Latent dirichlet allocation for tag recommendation.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Tag Recommendation Using Probabilistic Topic Models.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

An Architecture for Finding Entities on the Web.
Proceedings of the 2009 Latin American Web Congress, 2009

2008
Predicting News Story Importance Using Language Features.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

A Belief Revision Approach to Textual Entailment Recognition.
Proceedings of the First Text Analysis Conference, 2008

Minding the Source: Automatic Tagging of Reported Speech in Newspaper Articles.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Model for Ranking Entities and Its Application to Wikipedia.
Proceedings of the Latin American Web Conference, 2008

The Art of Tagging: Measuring the Quality of Tags.
Proceedings of the Semantic Web, 3rd Asian Semantic Web Conference, 2008

2007
Creating a Fuzzy Believer to Model Human Newspaper Readers.
Proceedings of the Advances in Artificial Intelligence, 2007

Fuzzy Set Theory-Based Belief Processing for Natural Language Texts.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2005
Engineering a Semantic Desktop for Building Historians and Architects.
Proceedings of the ISWC 2005 Workshop on The Semantic Desktop, 2005


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