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KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction


Jun 06, 2021
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat

* ACL 2021 (findings) 

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Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks


Apr 04, 2021
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova

* 16th conference of the European Chapter of the Association for Computational Linguistics (EACL 2021) 

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ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation


Mar 13, 2021
Endri Kacupaj, Barshana Banerjee, Kuldeep Singh, Jens Lehmann

* 18th Extended Semantic Web Conference 2021 (ESWC'2021) - Resources Track 

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Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs


Mar 13, 2021
Joan Plepi, Endri Kacupaj, Kuldeep Singh, Harsh Thakkar, Jens Lehmann

* 18th Extended Semantic Web Conference 2021 (ESWC'2021) - Research Track 

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Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines


Feb 22, 2021
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer

* Accepted in ICWE 2021 

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CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata


Feb 08, 2021
Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann

* accepted in EACL 2021 (full paper) 

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QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph


Oct 16, 2020
Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh

* EMNLP2020 Workshop:IntEx-SemPar 
* Accepted in IntEx-SemPar: Interactive and Executable Semantic Parsing EMNLP 2020 Workshop 

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RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network


Sep 18, 2020
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart

* under review 

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Uncovering the Corona Virus Map Using Deep Entities and Relationship Models


Sep 07, 2020
Kuldeep Singh, Puneet Singla, Ketan Sarode, Anurag Chandrakar, Chetan Nichkawde


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Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models


Aug 30, 2020
Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann

* CIKM 2020 
* to appear in proceedings of CIKM 2020 

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Evaluating the Impact of Knowledge Graph Contexton Entity Disambiguation Models


Aug 12, 2020
Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann


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FALCON 2.0: An Entity and Relation Linking Tool over Wikidata


Feb 12, 2020
Ahmad Sakor, Kuldeep Singh, Anery Patel, Maria-Esther Vidal

* 15 pages 

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FALCON 2.0: An Entity and Relation Linking framework over Wikidata


Dec 24, 2019
Ahmad Sakor, Kuldeep Singh, Anery Patel, Maria-Esther Vidal

* 15 pages 

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Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph


Dec 12, 2019
Isaiah Onando Mulang, Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria Esther Vidal, Soren Auer, Jens Lehmann

* 16 pages 

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Towards Optimisation of Collaborative Question Answering over Knowledge Graphs


Aug 14, 2019
Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour, Akash Kulkarni, Arun Sethupat Radhakrishna, Ioanna Lytra, Maria-Esther Vidal, Jens Lehmann


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No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph


Sep 26, 2018
Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann

* Evaluation of State of the art Question Answering components performing entity linking, relation linking etc 

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Robust Object Tracking with Crow Search Optimized Multi-cue Particle Filter


Jun 11, 2018
Kapil Sharma, Gurjit Singh Walia, Ashish Kumar, Astitwa Saxena, Kuldeep Singh

* 25 pages, 8 figures, 3 tables 

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