Gerhard Weikum

154 publications

20 venues

h-Index 48

Google's h-Index 97

Additional Information

2023 - Computer Science in Germany Leader Award
2018 - German National Academy of Sciences Leopoldina - Deutsche Akademie der Naturforscher Leopoldina – Nationale Akademie der WissenschaftenInformatics
2011 - Member of Academia Europaea
2005 - ACM FellowFor contributions to distributed database systems.
Google Citations
Name Venue Year citations
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks. SIGIR 2023 0
CoQEx: Entity Counts Explained. WSDM 2023 0
UnCommonSense in Action! Informative Negations for Commonsense Knowledge Bases. WSDM 2023 0
Evaluating Language Models for Knowledge Base Completion. ESWC 2023 0
Extracting Cultural Commonsense Knowledge at Scale. WWW 2023 0
Responsible model deployment via model-agnostic uncertainty learning. MLJ 2023 0
UnCommonSense: Informative Negative Knowledge about Everyday Concepts. CIKM 2022 0
Answering Count Queries with Explanatory Evidence. SIGIR 2022 1
Conversational Question Answering on Heterogeneous Sources. SIGIR 2022 3
Enhancing Knowledge Bases with Quantity Facts. WWW 2022 2
Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases. WSDM 2022 0
PRIDE: Predicting Relationships in Conversations. EMNLP 2021 4
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs. SIGIR 2021 17
Exploring Personal Knowledge Extraction from Conversations with CHARM. WSDM 2021 1
Extracting Contextualized Quantity Facts from Web Tables. WWW 2021 6
You Get What You Chat: Using Conversations to Personalize Search-Based Recommendations. ECIR 2021 3
SANDI: Story-and-Images Alignment. EACL 2021 0
Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning. ICDM 2021 1
Complex Temporal Question Answering on Knowledge Graphs. CIKM 2021 28
ELIXIR: Learning from User Feedback on Explanations to Improve Recommender Models. WWW 2021 0
Advanced Semantics for Commonsense Knowledge Extraction. WWW 2021 0
Entities with Quantities: Extraction, Search, and Ranking. WSDM 2020 10
Illustrate Your Story: Enriching Text with Images. WSDM 2020 4
Focused Query Expansion with Entity Cores for Patient-Centric Health Search. ISWC 2020 1
CHARM: Inferring Personal Attributes from Conversations. EMNLP 2020 14
Conversational Question Answering over Passages by Leveraging Word Proximity Networks. SIGIR 2020 11
YAGO 4: A Reason-able Knowledge Base. ESWC 2020 100
ENTYFI: Entity Typing in Fictional Texts. WSDM 2020 4
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC 2020 14
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems. WSDM 2020 0
ExQuisiTe: Explaining Quantities in Text. WWW 2019 3
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion. CIKM 2019 60
Answering Complex Questions by Joining Multi-Document Evidence with Quasi Knowledge Graphs. SIGIR 2019 44
Listening between the Lines: Learning Personal Attributes from Conversations. WWW 2019 27
ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text. WSDM 2019 44
Tracy: Tracing Facts over Knowledge Graphs and Text. WWW 2019 12
Neural Relation Extraction for Knowledge Base Enrichment. ACL 2019 74
FAIRY: A Framework for Understanding Relationships Between Users' Actions and their Social Feeds. WSDM 2019 8
Qsearch: Answering Quantity Queries from Text. ISWC 2019 15
Commonsense Properties from Query Logs and Question Answering Forums. CIKM 2019 38
TiFi: Taxonomy Induction for Fictional Domains WWW 2019 7
Facts That Matter. EMNLP 2018 26
HighLife: Higher-arity Fact Harvesting. WWW 2018 27
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora. ACL 2018 17
Rule Learning from Knowledge Graphs Guided by Embedding Models. ISWC 2018 78
VISIR: Visual and Semantic Image Label Refinement. WSDM 2018 16
TEQUILA: Temporal Question Answering over Knowledge Bases. CIKM 2018 51
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning. EMNLP 2018 193
Enriching Knowledge Bases with Counting Quantifiers. ISWC 2018 19
A Study of the Importance of External Knowledge in the Named Entity Recognition Task. ACL 2018 31
Equity of Attention: Amortizing Individual Fairness in Rankings. SIGIR 2018 303
Never-Ending Learning for Open-Domain Question Answering over Knowledge Bases. WWW 2018 52
Completeness-aware Rule Learning from Knowledge Graphs. IJCAI 2018 0
Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities. CIKM 2017 4
Automated Template Generation for Question Answering over Knowledge Graphs. WWW 2017 173
Privacy of Hidden Profiles: Utility-Preserving Profile Removal in Online Forums. CIKM 2017 4
J-REED: Joint Relation Extraction and Entity Disambiguation. CIKM 2017 10
Completeness-Aware Rule Learning from Knowledge Graphs. ISWC 2017 43
Privacy through Solidarity: A User-Utility-Preserving Framework to Counter Profiling. SIGIR 2017 23
Exploring Latent Semantic Factors to Find Useful Product Reviews. SDM 2017 17
Cardinal Virtues: Extracting Relation Cardinalities from Text. ACL 2017 16
Distilling Task Knowledge from How-To Communities. WWW 2017 38
Context-Sensitive Auto-Completion for Searching with Entities and Categories. SIGIR 2016 13
As Time Goes By: Comprehensive Tagging of Textual Phrases with Temporal Scopes. WWW 2016 27
Continuous Experience-aware Language Model. KDD 2016 5
ESPRESSO: Explaining Relationships between Entity Sets. CIKM 2016 11
POLY: Mining Relational Paraphrases from Multilingual Sentences. EMNLP 2016 16
Exception-Enriched Rule Learning from Knowledge Graphs. ISWC 2016 23
KOGNAC: Efficient Encoding of Large Knowledge Graphs. IJCAI 2016 17
Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags. AAAI 2016 30
Relationship Queries on Extended Knowledge Graphs. WSDM 2016 47
Credible Review Detection with Limited Information Using Consistency Features. ECML/PKDD 2016 19
Credibility Assessment of Textual Claims on the Web. CIKM 2016 156
Making Sense of Entities and Quantities in Web Tables. CIKM 2016 41
Towards Nonmonotonic Relational Learning from Knowledge Graphs. ILP 2016 14
R-Susceptibility: An IR-Centric Approach to Assessing Privacy Risks for Users in Online Communities. SIGIR 2016 24
YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames. ISWC 2016 213
RELLY: Inferring Hypernym Relationships Between Relational Phrases. EMNLP 2015 18
Experience-Aware Item Recommendation in Evolving Review Communities. ICDM 2015 19
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. EMNLP 2015 16
Leveraging Joint Interactions for Credibility Analysis in News Communities. CIKM 2015 90
On-topic Cover Stories from News Archives. ECIR 2015 0
FINET: Context-Aware Fine-Grained Named Entity Typing. EMNLP 2015 83
Knowlywood: Mining Activity Knowledge From Hollywood Narratives. CIKM 2015 52
A Fresh Look on Knowledge Bases: Distilling Named Events from News. CIKM 2014 62
Acquiring Comparative Commonsense Knowledge from the Web. AAAI 2014 44
AESTHETICS: Analytics with Strings, Things, and Cats. CIKM 2014 9
Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning. EMNLP 2014 12
Discovering emerging entities with ambiguous names. WWW 2014 116
STICS: searching with strings, things, and cats. SIGIR 2014 67
People on drugs: credibility of user statements in health communities. KDD 2014 118
WebChild: harvesting and organizing commonsense knowledge from the web. WSDM 2014 132
HARPY: Hypernyms and Alignment of Relational Paraphrases. COLING 2014 20
YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia: Extended Abstract. IJCAI 2013 1196
YaLi: a crowdsourcing plug-in for NERD. SIGIR 2013 1
Robust question answering over the web of linked data. CIKM 2013 119
Fine-grained Semantic Typing of Emerging Entities. ACL 2013 110
Human computing games for knowledge acquisition. CIKM 2013 4
Gem-based entity-knowledge maintenance. CIKM 2013 16
YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia. Artificial Intelligence 2013 0
KORE: keyphrase overlap relatedness for entity disambiguation. CIKM 2012 212
Coupling Label Propagation and Constraints for Temporal Fact Extraction. ACL 2012 26
RDF Xpress: a flexible expressive RDF search engine. SIGIR 2012 7
PolariCQ: polarity classification of political quotations. CIKM 2012 19
Harmony and dissonance: organizing the people's voices on political controversies. WSDM 2012 37
LINDA: distributed web-of-data-scale entity matching. CIKM 2012 94
PRAVDA-live: interactive knowledge harvesting. CIKM 2012 8
Finding images of difficult entities in the long tail. CIKM 2011 10
Scalable knowledge harvesting with high precision and high recall. WSDM 2011 212
Deriving a Web-Scale Common Sense Fact Database. AAAI 2011 40
Query Relaxation for Entity-Relationship Search. ESWC 2011 82
Keynote: For a Few Triples More. ISWC 2011 1
Robust Disambiguation of Named Entities in Text. EMNLP 2011 1018
Entity timelines: visual analytics and named entity evolution. CIKM 2011 23
Harvesting facts from textual web sources by constrained label propagation. CIKM 2011 53
OpinioNetIt: understanding the opinions-people network for politically controversial topics. CIKM 2011 19
Incorporating terminology evolution for query translation in text retrieval with association rules. CIKM 2010 27
MENTA: inducing multilingual taxonomies from wikipedia. CIKM 2010 106
NEAT: News Exploration Along Time. ECIR 2010 10
Bonsai: Growing Interesting Small Trees. ICDM 2010 7
The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns. COLING 2010 194
Gathering and ranking photos of named entities with high precision, high recall, and diversity. WSDM 2010 53
Fast and accurate estimation of shortest paths in large graphs. CIKM 2010 170
A Language Modeling Approach for Temporal Information Needs. ECIR 2010 184
Language-model-based pro/con classification of political text. SIGIR 2010 19
Untangling the Cross-Lingual Link Structure of Wikipedia. ACL 2010 52
SOFIE: a self-organizing framework for information extraction. WWW 2009 276
MING: mining informative entity relationship subgraphs. CIKM 2009 77
Language-model-based ranking for queries on RDF-graphs. CIKM 2009 97
Towards a universal wordnet by learning from combined evidence. CIKM 2009 153
Graffiti: node labeling in heterogeneous networks. WWW 2009 1
Harvesting, searching, and ranking knowledge on the web: invited talk. WSDM 2009 7
Efficient top-k querying over social-tagging networks. SIGIR 2008 172
Social recommendations at work. SIGIR 2008 3
Fine-grained relevance feedback for XML retrieval. SIGIR 2008 5
Exploiting correlated keywords to improve approximate information filtering. SIGIR 2008 17
Matching task profiles and user needs in personalized web search. CIKM 2008 43
Task-aware search personalization. SIGIR 2008 18
Fast logistic regression for text categorization with variable-length n-grams. KDD 2008 90
A time machine for text search. SIGIR 2007 103
How NAGA uncoils: searching with entities and relations. WWW 2007 17
Comparing apples and oranges: normalized pagerank for evolving graphs. WWW 2007 20
Yago: a core of semantic knowledge. WWW 2007 3723
Transductive Learning for Text Classification Using Explicit Knowledge Models. ECML/PKDD 2006 34
Graph-based text classification: learn from your neighbors. SIGIR 2006 189
Discovering and exploiting keyword and attribute-value co-occurrences to improve P2P routing indices. CIKM 2006 50
Rank synopses for efficient time travel on the web graph. CIKM 2006 4
Combining linguistic and statistical analysis to extract relations from web documents. KDD 2006 207
BuzzRank ... and the trend is your friend. WWW 2006 0
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification. ECML/PKDD 2005 62
Improving collection selection with overlap awareness in P2P search engines. SIGIR 2005 107
Efficient and self-tuning incremental query expansion for top-k query processing. SIGIR 2005 83
Using Restrictive Classification and Meta Classification for Junk Elimination. ECIR 2005 3
Goal-oriented methods and meta methods for document classification and their parameter tuning. CIKM 2004 16
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