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ORCIDGerhard Weikum
Person information
- affiliation: Max Planck Institute for Informatics, Saarbrücken, Germany
- award (2021): Konrad Zuse Medal
- award (2016): SIGMOD Edgar F. Codd Innovations Award
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2020 – today
- 2024
[j125]Soumajit Pramanik, Jesujoba Alabi, Rishiraj Saha Roy, Gerhard Weikum:
Uniqorn: Unified question answering over RDF knowledge graphs and natural language text. J. Web Semant. 83: 100833 (2024)- [c467]Tuan-Phong Nguyen
, Simon Razniewski, Gerhard Weikum:
Cultural Commonsense Knowledge for Intercultural Dialogues. CIKM 2024: 1774-1784 - [c466]Anna Tigunova, Ghazaleh Haratinezhad Torbati, Andrew Yates, Gerhard Weikum:
STAR: Sparse Text Approach for Recommendation. CIKM 2024: 4086-4090 - [c465]Hai Dang Tran, Andrew Yates, Gerhard Weikum:
Conversational Search with Tail Entities. ECIR (2) 2024: 303-317 - [c464]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation. WSDM 2024: 322-331 - [c463]Ghazaleh Haratinezhad Torbati, Anna Tigunova, Gerhard Weikum:
SIRUP: Search-based Book Recommendation Playground. WSDM 2024: 1062-1065 - [c462]Shrestha Ghosh, Simon Razniewski, Damien Graux, Gerhard Weikum:
CardiO: Predicting Cardinality from Online Sources. WWW (Companion Volume) 2024: 573-576 - [c461]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
CompMix: A Benchmark for Heterogeneous Question Answering. WWW (Companion Volume) 2024: 1091-1094 - [c460]Zhen Jia, Philipp Christmann, Gerhard Weikum:
TIQ: A Benchmark for Temporal Question Answering with Implicit Time Constraints. WWW (Companion Volume) 2024: 1394-1399 - [c459]Koninika Pal, Hiba Arnaout, Simon Razniewski, Gerhard Weikum:
FASETS: Discovering Faceted Sets of Entities. WWW (Companion Volume) 2024: 1521-1529 - [c458]Zhen Jia, Philipp Christmann, Gerhard Weikum:
Faithful Temporal Question Answering over Heterogeneous Sources. WWW 2024: 2052-2063 - [i82]Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
Multi-Cultural Commonsense Knowledge Distillation. CoRR abs/2402.10689 (2024) - [i81]Zhen Jia, Philipp Christmann, Gerhard Weikum:
Faithful Temporal Question Answering over Heterogeneous Sources. CoRR abs/2402.15400 (2024) - [i80]Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents. CoRR abs/2405.02732 (2024) - 2023
- [j124]Preethi Lahoti, P. Krishna Gummadi, Gerhard Weikum:
Responsible model deployment via model-agnostic uncertainty learning. Mach. Learn. 112(3): 939-970 (2023) - [j123]Tuan-Phong Nguyen, Simon Razniewski, Julien Romero, Gerhard Weikum:
Refined Commonsense Knowledge From Large-Scale Web Contents. IEEE Trans. Knowl. Data Eng. 35(8): 8431-8447 (2023) - [j122]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Answering Count Questions with Structured Answers from Text. J. Web Semant. 76: 100769 (2023) - [c457]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
CLOCQ: A Toolkit for Fast and Easy Access to Knowledge Bases. BTW 2023: 579-591 - [c456]Blerta Veseli, Simon Razniewski, Jan-Christoph Kalo, Gerhard Weikum:
Evaluating the Knowledge Base Completion Potential of GPT. EMNLP (Findings) 2023: 6432-6443 - [c455]Blerta Veseli, Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Evaluating Language Models for Knowledge Base Completion. ESWC 2023: 227-243 - [c454]Mengqi Zhang, Pranay Mundra, Chukwubuikem Chikweze, Fatemeh Nargesian, Gerhard Weikum:
Approximate Query Answering over Open Data. HILDA@SIGMOD 2023: 11:1-11:3 - [c453]Ghazaleh Haratinezhad Torbati, Anna Tigunova, Gerhard Weikum:
Unveiling Challenging Cases in Text-based Recommender Systems. Perspectives@RecSys 2023 - [c452]Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Extracting Multi-valued Relations from Language Models. RepL4NLP@ACL 2023: 139-154 - [c451]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks. SIGIR 2023: 643-653 - [c450]Xin Luna Dong, Bo Li, Julia Stoyanovich, Anthony Kum Hoe Tung, Gerhard Weikum, Alon Y. Halevy, Wang-Chiew Tan:
Personal Data for Personal Use: Vision or Reality? SIGMOD Conference Companion 2023: 263-264 - [c449]Hiba Arnaout, Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
UnCommonSense in Action! Informative Negations for Commonsense Knowledge Bases. WSDM 2023: 1120-1123 - [c448]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
CoQEx: Entity Counts Explained. WSDM 2023: 1168-1171 - [c447]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Class Cardinality Comparison as a Fermi Problem. WWW (Companion Volume) 2023: 148-151 - [c446]Ghazaleh Haratinezhad Torbati, Gerhard Weikum, Andrew Yates:
Search-based Recommendation: the Case for Difficult Predictions. WWW (Companion Volume) 2023: 318-321 - [c445]Tuan-Phong Nguyen, Simon Razniewski, Aparna S. Varde, Gerhard Weikum:
Extracting Cultural Commonsense Knowledge at Scale. WWW 2023: 1907-1917 - [i79]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Class Cardinality Comparison as a Fermi Problem. CoRR abs/2303.04532 (2023) - [i78]Blerta Veseli, Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Evaluating Language Models for Knowledge Base Completion. CoRR abs/2303.11082 (2023) - [i77]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks. CoRR abs/2305.01548 (2023) - [i76]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
CompMix: A Benchmark for Heterogeneous Question Answering. CoRR abs/2306.12235 (2023) - [i75]Lihu Chen, Simon Razniewski, Gerhard Weikum:
Knowledge Base Completion for Long-Tail Entities. CoRR abs/2306.17472 (2023) - [i74]Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Extracting Multi-valued Relations from Language Models. CoRR abs/2307.03122 (2023) - [i73]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation. CoRR abs/2310.13505 (2023) - [i72]Blerta Veseli, Simon Razniewski, Jan-Christoph Kalo, Gerhard Weikum:
Evaluating the Knowledge Base Completion Potential of GPT. CoRR abs/2310.14771 (2023) - [i71]Ghazaleh Haratinezhad Torbati, Anna Tigunova, Andrew Yates, Gerhard Weikum:
Recommendations by Concise User Profiles from Review Text. CoRR abs/2311.01314 (2023) - 2022
- [j121]Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Predicting Document Coverage for Relation Extraction. Trans. Assoc. Comput. Linguistics 10: 207-223 (2022) - [c444]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
UnCommonSense: Informative Negative Knowledge about Everyday Concepts. CIKM 2022: 37-46 - [c443]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Question Entity and Relation Linking to Knowledge Bases via CLOCQ (full paper). SemREC/SMART@ISWC 2022: 33-47 - [c442]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Conversational Question Answering on Heterogeneous Sources. SIGIR 2022: 144-154 - [c441]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Answering Count Queries with Explanatory Evidence. SIGIR 2022: 2415-2419 - [c440]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases. WSDM 2022: 172-180 - [c439]Vinh Thinh Ho, Daria Stepanova, Dragan Milchevski, Jannik Strötgen, Gerhard Weikum:
Enhancing Knowledge Bases with Quantity Facts. WWW 2022: 893-901 - [i70]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Answering Count Queries with Explanatory Evidence. CoRR abs/2204.05039 (2022) - [i69]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Conversational Question Answering on Heterogeneous Sources. CoRR abs/2204.11677 (2022) - [i68]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
UnCommonSense: Informative Negative Knowledge about Everyday Concepts. CoRR abs/2208.09292 (2022) - [i67]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Answering Count Questions with Structured Answers from Text. CoRR abs/2209.07250 (2022) - [i66]Tuan-Phong Nguyen, Simon Razniewski, Aparna S. Varde, Gerhard Weikum:
Extracting Cultural Commonsense Knowledge at Scale. CoRR abs/2210.07763 (2022) - 2021
- [j120]Gerhard Weikum, Xin Luna Dong, Simon Razniewski, Fabian M. Suchanek:
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases. Found. Trends Databases 10(2-4): 108-490 (2021) - [j119]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Wikinegata: a Knowledge Base with Interesting Negative Statements. Proc. VLDB Endow. 14(12): 2807-2810 (2021) - [j118]Gerhard Weikum:
Knowledge Graphs 2021: A Data Odyssey. Proc. VLDB Endow. 14(12): 3233-3238 (2021) - [j117]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Negative statements considered useful. J. Web Semant. 71: 100661 (2021) - [c438]Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering. ACL (demo) 2021: 40-47 - [c437]Paramita Mirza, Mostafa Abouhamra, Gerhard Weikum:
AligNarr: Aligning Narratives on Movies. ACL/IJCNLP (2) 2021: 427-433 - [c436]Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum:
KnowFi: Knowledge Extraction from Long Fictional Texts. AKBC 2021 - [c435]Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum:
Complex Temporal Question Answering on Knowledge Graphs. CIKM 2021: 792-802 - [c434]Anna Guimarães, Erisa Terolli, Gerhard Weikum:
Comparing Health Forums: User Engagement, Salient Entities, Medical Detail. CSCW Companion 2021: 57-61 - [c433]Simon Razniewski, Andrew Yates, Nora Kassner, Gerhard Weikum:
Language Models As or For Knowledge Bases. DL4KG@ISWC 2021 - [c432]Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum:
SANDI: Story-and-Images Alignment. EACL 2021: 989-999 - [c431]Ghazaleh H. Torbati, Andrew Yates, Gerhard Weikum:
You Get What You Chat: Using Conversations to Personalize Search-Based Recommendations. ECIR (1) 2021: 207-223 - [c430]Anna Tigunova, Paramita Mirza, Andrew Yates, Gerhard Weikum:
PRIDE: Predicting Relationships in Conversations. EMNLP (1) 2021: 4636-4650 - [c429]Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum:
Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning. ICDM 2021: 1174-1179 - [c428]Anna Guimarães, Gerhard Weikum:
X-Posts Explained: Analyzing and Predicting Controversial Contributions in Thematically Diverse Reddit Forums. ICWSM 2021: 163-172 - [c427]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs. SIGIR 2021: 459-469 - [c426]Vinh Thinh Ho, Koninika Pal, Gerhard Weikum:
QuTE: Answering Quantity Queries from Web Tables. SIGMOD Conference 2021: 2740-2744 - [c425]Anna Tigunova, Paramita Mirza, Andrew Yates, Gerhard Weikum:
Exploring Personal Knowledge Extraction from Conversations with CHARM. WSDM 2021: 1077-1080 - [c424]Hiba Arnaout, Simon Razniewski, Gerhard Weikum, Jeff Z. Pan:
Negative Knowledge for Open-world Wikidata. WWW (Companion Volume) 2021: 544-551 - [c423]Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
Advanced Semantics for Commonsense Knowledge Extraction. WWW 2021: 2636-2647 - [c422]Azin Ghazimatin, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum:
ELIXIR: Learning from User Feedback on Explanations to Improve Recommender Models. WWW 2021: 3850-3860 - [c421]Vinh Thinh Ho, Koninika Pal, Simon Razniewski, Klaus Berberich, Gerhard Weikum:
Extracting Contextualized Quantity Facts from Web Tables. WWW 2021: 4033-4042 - [i65]Azin Ghazimatin, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum:
ELIXIR: Learning from User Feedback on Explanations to Improve Recommender Models. CoRR abs/2102.09388 (2021) - [i64]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs. CoRR abs/2105.04850 (2021) - [i63]Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering. CoRR abs/2105.13662 (2021) - [i62]Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum:
Efficient Contextualization using Top-k Operators for Question Answering over Knowledge Graphs. CoRR abs/2108.08597 (2021) - [i61]Soumajit Pramanik, Jesujoba Alabi, Rishiraj Saha Roy, Gerhard Weikum:
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text. CoRR abs/2108.08614 (2021) - [i60]Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum:
Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning. CoRR abs/2109.04432 (2021) - [i59]Ghazaleh Haratinezhad Torbati, Andrew Yates, Gerhard Weikum:
Personalized Entity Search by Sparse and Scrutable User Profiles. CoRR abs/2109.04713 (2021) - [i58]Ghazaleh Haratinezhad Torbati, Andrew Yates, Gerhard Weikum:
You Get What You Chat: Using Conversations to Personalize Search-based Recommendations. CoRR abs/2109.04716 (2021) - [i57]Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum:
Complex Temporal Question Answering on Knowledge Graphs. CoRR abs/2109.08935 (2021) - [i56]Simon Razniewski, Andrew Yates, Nora Kassner, Gerhard Weikum:
Language Models As or For Knowledge Bases. CoRR abs/2110.04888 (2021) - [i55]Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Predicting Document Coverage for Relation Extraction. CoRR abs/2111.13611 (2021) - [i54]Tuan-Phong Nguyen, Simon Razniewski, Julien Romero, Gerhard Weikum:
Refined Commonsense Knowledge from Large-Scale Web Contents. CoRR abs/2112.04596 (2021) - 2020
- [j116]Gerhard Weikum:
Entities with Quantities. IEEE Data Eng. Bull. 43(1): 4-8 (2020) - [j115]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Uncovering hidden semantics of set information in knowledge bases. J. Web Semant. 64: 100588 (2020) - [c420]Hiba Arnaout, Simon Razniewski, Gerhard Weikum:
Enriching Knowledge Bases with Interesting Negative Statements. AKBC 2020 - [c419]Yohan Chalier, Simon Razniewski, Gerhard Weikum:
Joint Reasoning for Multi-Faceted Commonsense Knowledge. AKBC 2020 - [c418]Ghazaleh H. Torbati, Andrew Yates, Gerhard Weikum:
Personalized Entity Search by Sparse and Scrutable User Profiles. CHIIR 2020: 427-431 - [c417]Koninika Pal, Vinh Thinh Ho, Gerhard Weikum:
Co-Clustering Triples from Open Information Extraction. COMAD/CODS 2020: 190-194 - [c416]Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum:
ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts. EMNLP (Demos) 2020: 100-106 - [c415]Anna Tigunova, Andrew Yates, Paramita Mirza, Gerhard Weikum:
CHARM: Inferring Personal Attributes from Conversations. EMNLP (1) 2020: 5391-5404 - [c414]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
CounQER: A System for Discovering and Linking Count Information in Knowledge Bases. ESWC (Satellite Events) 2020: 84-90 - [c413]Thomas Pellissier Tanon, Gerhard Weikum, Fabian M. Suchanek:
YAGO 4: A Reason-able Knowledge Base. ESWC 2020: 583-596 - [c412]Anna Tigunova, Paramita Mirza, Andrew Yates, Gerhard Weikum:
RedDust: a Large Reusable Dataset of Reddit User Traits. LREC 2020: 6118-6126 - [c411]Gerhard Weikum:
15 Years of Knowledge Graphs: Lessons, Challenges, Opportunities (Abstract). SEBD 2020: iii - [c410]Yohan Chalier, Simon Razniewski, Gerhard Weikum:
Dice: A Joint Reasoning Framework for Multi-Faceted Commonsense Knowledge. ISWC (Demos/Industry) 2020: 16-20 - [c409]Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum:
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) 2020: 218-237 - [c408]Erisa Terolli, Patrick Ernst, Gerhard Weikum:
Focused Query Expansion with Entity Cores for Patient-Centric Health Search. ISWC (1) 2020: 547-564 - [c407]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Conversational Question Answering over Passages by Leveraging Word Proximity Networks. SIGIR 2020: 2129-2132 - [c406]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. TTO 2020: 21-31 - [c405]Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum:
ENTYFI: Entity Typing in Fictional Texts. WSDM 2020: 124-132 - [c404]Azin Ghazimatin, Oana Balalau, Rishiraj Saha Roy, Gerhard Weikum:
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems. WSDM 2020: 196-204 - [c403]Vinh Thinh Ho, Koninika Pal, Niko Kleer, Klaus Berberich, Gerhard Weikum:
Entities with Quantities: Extraction, Search, and Ranking. WSDM 2020: 833-836 - [c402]Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum:
Illustrate Your Story: Enriching Text with Images. WSDM 2020: 849-852 - [i53]Yohan Chalier, Simon Razniewski, Gerhard Weikum:
Joint Reasoning for Multi-Faceted Commonsense Knowledge. CoRR abs/2001.04170 (2020) - [i52]Hiba Arnaout, Simon Razniewski, Gerhard Weikum:
Negative Statements Considered Useful. CoRR abs/2001.04425 (2020) - [i51]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
Uncovering Hidden Semantics of Set Information in Knowledge Bases. CoRR abs/2003.03155 (2020) - [i50]Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum:
Conversational Question Answering over Passages by Leveraging Word Proximity Networks. CoRR abs/2004.13117 (2020) - [i49]Shrestha Ghosh, Simon Razniewski, Gerhard Weikum:
CounQER: A System for Discovering and Linking Count Information in Knowledge Bases. CoRR abs/2005.03529 (2020) - [i48]Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian M. Suchanek:
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases. CoRR abs/2009.11564 (2020) - [i47]Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum:
Advanced Semantics for Commonsense Knowledge Extraction. CoRR abs/2011.00905 (2020) - [i46]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. CoRR abs/2011.06844 (2020)
2010 – 2019
- 2019
- [j114]Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum:
Operationalizing Individual Fairness with Pairwise Fair Representations. Proc. VLDB Endow. 13(4): 506-518 (2019) - [j113]Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum:
Understanding archetypes of fake news via fine-grained classification. Soc. Netw. Anal. Min. 9(1): 37:1-37:17 (2019) - [c401]Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, Rui Zhang:
Neural Relation Extraction for Knowledge Base Enrichment. ACL (1) 2019: 229-240 - [c400]Philipp Christmann, Rishiraj Saha Roy, Abdalghani Abujabal, Jyotsna Singh, Gerhard Weikum:
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion. CIKM 2019: 729-738 - [c399]