Ralf Krestel

Most-cited papers

Challenges for Toxic Comment Classification: An In-Depth Error Analysis
Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser
2018Workshop on Abusive Language Online254 citations Open access
Semantic Scholar
A survey on deep learning for patent analysis
Ralf Krestel, Renukswamy Chikkamath, Christoph Hewel, Julian Risch
2021World Patent Information149 citations
Semantic Scholar
Explainable AI under contract and tort law: legal incentives and technical challenges
P. Hacker, Ralf Krestel, Stefan Grundmann, Felix Naumann
2020Artificial Intelligence and Law127 citations Open access
Semantic Scholar
Domain-specific word embeddings for patent classification
Julian Risch, Ralf Krestel
2019Data Technologies and Applications84 citations
Semantic Scholar
Toxic Comment Detection in Online Discussions
Julian Risch, Ralf Krestel
202075 citations Open access
Semantic Scholar
Bagging BERT Models for Robust Aggression Identification
Julian Risch, Ralf Krestel
2020Workshop on Trolling, Aggression and Cyberbullying74 citations
Semantic Scholar
Aggression Identification Using Deep Learning and Data Augmentation
Julian Risch, Ralf Krestel
2018TRAC@COLING 201872 citations
Semantic Scholar
Personalized topic-based tag recommendation
Ralf Krestel, P. Fankhauser
2012Neurocomputing62 citations
Semantic Scholar
Do Embeddings Actually Capture Knowledge Graph Semantics?
Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, Ralf Krestel
2021Extended Semantic Web Conference60 citations
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Offensive Language Detection Explained
Julian Risch, Robert S. Ruff, Ralf Krestel
2020Workshop on Trolling, Aggression and Cyberbullying40 citations
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PatentMatch: A Dataset for Matching Patent Claims & Prior Art
Julian Risch, Nicolas Alder, Christoph Hewel, Ralf Krestel
2020arXiv.org38 citations
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ssHMM: extracting intuitive sequence-structure motifs from high-throughput RNA-binding protein data
Davide Heller, Ralf Krestel, U. Ohler, M. Vingron +1 more
2016bioRxiv37 citations Open access
Semantic Scholar
Delete or not Delete? Semi-Automatic Comment Moderation for the Newsroom
Julian Risch, Ralf Krestel
2018TRAC@COLING 201836 citations
Semantic Scholar
hpiDEDIS at GermEval 2019: Offensive Language Identification using a German BERT model
Julian Risch, Anke Stoll, Marc Ziegele, Ralf Krestel
2019Conference on Natural Language Processing33 citations
Semantic Scholar
Identifying Political Bias in News Articles
Konstantina Lazaridou, Ralf Krestel
2016Bulletin of IEEE Technical Committee on Digital Libraries30 citations
Semantic Scholar
A Serendipity Model for News Recommendation
Maximilian Jenders, T. Lindhauer, Gjergji Kasneci, Ralf Krestel +1 more
2015Deutsche Jahrestagung für Künstliche Intelligenz28 citations
Semantic Scholar
Tweet-Recommender: Finding Relevant Tweets for News Articles
Ralf Krestel, Thomas Werkmeister, Timur Pratama Wiradarma, Gjergji Kasneci
2015The Web Conference27 citations
Semantic Scholar
Top Comment or Flop Comment? Predicting and Explaining User Engagement in Online News Discussions
Julian Risch, Ralf Krestel
2020International Conference on Web and Social Media26 citations Open access
Semantic Scholar
Which Answer is Best?: Predicting Accepted Answers in MOOC Forums
Maximilian Jenders, Ralf Krestel, Felix Naumann
2016The Web Conference26 citations
Semantic Scholar
WELDA: Enhancing Topic Models by Incorporating Local Word Context
Stefan Bunk, Ralf Krestel
2018ACM/IEEE Joint Conference on Digital Libraries25 citations
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Recommending patents based on latent topics
Ralf Krestel, Padhraic Smyth
2013ACM Conference on Recommender Systems25 citations
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Hierarchical Document Classification as a Sequence Generation Task
Julian Risch, Samuele Garda, Ralf Krestel
2020ACM/IEEE Joint Conference on Digital Libraries23 citations
Semantic Scholar
Topic Cropping: Leveraging Latent Topics for the Analysis of Small Corpora
N. Tran, Sergej Zerr, Kerstin Bischoff, Claudia Niederée +1 more
2013International Conference on Theory and Practice of Digital Libraries22 citations
Semantic Scholar
Diversifying customer review rankings
Ralf Krestel, Nima Dokoohaki
2015Neural Networks21 citations
Semantic Scholar
Generating contextualized sentiment lexica based on latent topics and user ratings
Ralf Krestel, Stefan Siersdorfer
2013ACM Conference on Hypertext & Social Media18 citations
Semantic Scholar
Treehugger or petrolhead?: identifying bias by comparing online news articles with political speeches
Ralf Krestel, A. Wall, W. Nejdl
2012The Web Conference18 citations
Semantic Scholar
Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark
M. Belaid, Eyke Hüllermeier, M. Rabus, Ralf Krestel
2022arXiv.org16 citations Open access
Semantic Scholar
Identifying Media Bias by Analyzing Reported Speech
Konstantina Lazaridou, Ralf Krestel, Felix Naumann
2017Industrial Conference on Data Mining16 citations
Semantic Scholar
Fine-Grained Classification of Offensive Language
Julian Risch, Eva Krebs, Alexander Löser, Alexander Riese +1 more
201815 citations
Semantic Scholar
Extraction and Representation of Financial Entities from Text
Tim Repke, Ralf Krestel
2021Data Science for Economics and Finance14 citations Open access
Semantic Scholar
Who is Mona L.? Identifying Mentions of Artworks in Historical Archives
Nitisha Jain, Ralf Krestel
2019International Conference on Theory and Practice of Digital Libraries14 citations
Semantic Scholar
Bringing Back Structure to Free Text Email Conversations with Recurrent Neural Networks
Tim Repke, Ralf Krestel
2018European Conference on Information Retrieval14 citations
Semantic Scholar
Topic Shifts in StackOverflow: Ask it Like Socrates
Toni Gruetze, Ralf Krestel, Felix Naumann
2016International Conference on Applications of Natural Language to Data Bases14 citations
Semantic Scholar
Domain-Specific Keyword Extraction using BERT
J. Sammet, Ralf Krestel
2023International Conference on Language, Data, and Knowledge13 citations
Semantic Scholar
iParticipate: Automatic Tweet Generation from Local Government Data
C. Lofi, Ralf Krestel
2012International Conference on Database Systems for Advanced Applications13 citations
Semantic Scholar
Learning Temporal Tagging Behaviour
Toni Gruetze, Gary Yao, Ralf Krestel
2015The Web Conference12 citations
Semantic Scholar
Reranking web search results for diversity
Ralf Krestel, P. Fankhauser
2012Information retrieval (Boston)12 citations
Semantic Scholar
Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021)
A. Bertie, Lambert Douwe, Aida Mostafazadeh Davani, D. Kiela +496 more
202111 citations Open access
Semantic Scholar
Dynamic Channel and Layer Gating in Convolutional Neural Networks
Ali Ehteshami Bejnordi, Ralf Krestel
2020Deutsche Jahrestagung für Künstliche Intelligenz11 citations
Semantic Scholar
CrashNet: an encoder–decoder architecture to predict crash test outcomes
M. Belaid, M. Rabus, Ralf Krestel
2021Data mining and knowledge discovery10 citations Open access
Semantic Scholar
Prediction for the Newsroom: Which Articles Will Get the Most Comments?
C. Ambroselli, Julian Risch, Ralf Krestel, Andreas Loos
2018North American Chapter of the Association for Computational Linguistics9 citations Open access
Semantic Scholar
Learning Patent Speak: Investigating Domain-Specific Word Embeddings
Julian Risch, Ralf Krestel
2018International Conference on Digital Information Management9 citations
Semantic Scholar
Uncovering Business Relationships: Context-sensitive Relationship Extraction for Difficult Relationship Types
Zhe Zuo, M. Loster, Ralf Krestel, Felix Naumann
2017Lernen, Wissen, Daten, Analysen9 citations
Semantic Scholar
Art Creation with Multi-Conditional StyleGANs
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra-Múnera +2 more
2022International Joint Conference on Artificial Intelligence8 citations Open access
Semantic Scholar
A Dataset of Journalists' Interactions with Their Readership: When Should Article Authors Reply to Reader Comments?
Julian Risch, Ralf Krestel
2020International Conference on Information and Knowledge Management8 citations
Semantic Scholar
My Approach = Your Apparatus?
Julian Risch, Ralf Krestel
2018ACM/IEEE Joint Conference on Digital Libraries8 citations Open access
Semantic Scholar
Topic-aware Network Visualisation to Explore Large Email Corpora
Tim Repke, Ralf Krestel
2018EDBT/ICDT Workshops8 citations
Semantic Scholar
Novel Views on Novels:Embedding Multiple Facets of Long Texts
Lasse Kohlmeyer, Tim Repke, Ralf Krestel
2021WI/IAT7 citations Open access
Semantic Scholar
Online Temporal Summarization of News Events
Tobias Schubotz, Ralf Krestel
20152015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)7 citations
Semantic Scholar
Generation of training data for named entity recognition of artworks
Nitisha Jain, Alejandro Sierra-Múnera, Jan Ehmueller, Ralf Krestel
2022Semantic Web6 citations Open access
Semantic Scholar