Kuldeep Singh

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 64

Top Topics

Spectral Domain

Relation Extraction

Question Answering

Top Venues

Publications

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. ICLR (2024)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Manish Singh, Toyotaro Suzumura
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs. CoRR (2024)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Manish Singh, Toyotaro Suzumura
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? WWW (2023)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Information extraction pipelines for knowledge graphs. Knowl. Inf. Syst. 65 (5) (2023)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. AAAI (2023)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Johannes Hoffart, Toyotaro Suzumura, Manish Singh
Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods? CoRR (2023)
Ahmad Sakor, Kuldeep Singh, Maria-Esther Vidal
Resorting to Context-Aware Background Knowledge for Unveiling Semantically Related Social Media Posts. IEEE Access 10 (2022)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions. CoRR (2022)
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs. CIKM (2022)
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs. CoRR (2022)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'
Investigating Expressiveness of Transformer in Spectral Domain for Graphs. CoRR (2022)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Plumber: A Modular Framework to Create Information Extraction Pipelines. CoRR (2022)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'
How Expressive are Transformers in Spectral Domain for Graphs? Trans. Mach. Learn. Res. 2022 (2022)
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs. CoRR (2022)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Manohar Kaul
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. WWW (2021)
Joan Plepi, Endri Kacupaj, Kuldeep Singh, Harsh Thakkar, Jens Lehmann
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs. ESWC (2021)
Joan Plepi, Endri Kacupaj, Kuldeep Singh, Harsh Thakkar, Jens Lehmann
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs. CoRR (2021)
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. ACL/IJCNLP (Findings) (2021)
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks. EACL (2021)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Triple Classification for Scholarly Knowledge Graph Completion. CoRR (2021)
Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction. CoRR (2021)
Endri Kacupaj, Barshana Banerjee, Kuldeep Singh, Jens Lehmann
ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation. ESWC (2021)
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks. CoRR (2021)
Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. CoRR (2021)
Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. EACL (2021)
Endri Kacupaj, Barshana Banerjee, Kuldeep Singh, Jens Lehmann
ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation. CoRR (2021)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines. CoRR (2021)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CIKM (2021)
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang', Johannes Hoffart
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations. CoRR (2021)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Plumber: A Modular Framework to Create Information Extraction Pipelines. WWW (Companion Volume) (2021)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines. ICWE (2021)
Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova
VOGUE: Answer Verbalization through Multi-Task Learning. CoRR (2021)
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Triple Classification for Scholarly Knowledge Graph Completion. K-CAP (2021)
Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova
VOGUE: Answer Verbalization Through Multi-Task Learning. ECML/PKDD (3) (2021)
Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph. CoRR (2020)
Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models. CIKM (2020)
Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models. CoRR (2020)
Isaiah Onando Mulang', Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Maria-Esther Vidal, Sören Auer
Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking. WISE (1) (2020)
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network. CoRR (2020)
Dharmen Punjani, Markos Iliakis, Theodoros Stefou, Kuldeep Singh, Andreas Both, Manolis Koubarakis, Iosif Angelidis, Konstantina Bereta, Themis Beris, Dimitris Bilidas, Theofilos Ioannidis, Nikolaos Karalis, Christoph Lange, Despina-Athanasia Pantazi, Christos Papaloukas, Georgios Stamoulis
Template-Based Question Answering over Linked Geospatial Data. CoRR (2020)
Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann
No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph. J. Web Semant. 65 (2020)
Ahmad Sakor, Kuldeep Singh, Maria-Esther Vidal
FALCON: An Entity and Relation Linking Framework over DBpedia. ISWC (Satellites) (2019)
Isaiah Onando Mulang', Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria-Esther Vidal, Sören Auer, Jens Lehmann
Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph. CoRR (2019)
Kuldeep Singh, Muhammad Saleem, Abhishek Nadgeri, Felix Conrads, Jeff Z. Pan, Axel-Cyrille Ngonga Ngomo, Jens Lehmann
QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs. ISWC (2) (2019)
Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour, Akash Kulkarni, Arun Sethupat Radhakrishna, Ioanna Lytra, Maria-Esther Vidal, Jens Lehmann
Towards Optimisation of Collaborative Question Answering over Knowledge Graphs. CoRR (2019)
Ahmad Sakor, Isaiah Onando Mulang', Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sören Auer
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text. NAACL-HLT (1) (2019)
Qaiser Mehmood, Abhishek Nadgeri, Muhammad Saleem, Kuldeep Singh, Axel-Cyrille Ngonga Ngomo, Jens Lehmann
Microbenchmarks for Question Answering Systems Using QaldGen. ISWC (Satellites) (2019)
Ahmad Sakor, Kuldeep Singh, Anery Patel, Maria-Esther Vidal
FALCON 2.0: An Entity and Relation Linking Tool over Wikidata. CoRR (2019)
Dharmen Punjani, Kuldeep Singh, Andreas Both, Manolis Koubarakis, Iosif Angelidis, Konstantina Bereta, Themis Beris, Dimitris Bilidas, Theofilos Ioannidis, Nikolaos Karalis, Christoph Lange, Despina-Athanasia Pantazi, Christos Papaloukas, George Stamoulis
Template-Based Question Answering over Linked Geospatial Data. GIR@SIGSPATIAL (2018)
Kuldeep Singh, Arun Sethupat Radhakrishna, Andreas Both, Saeedeh Shekarpour, Ioanna Lytra, Ricardo Usbeck, Akhilesh Vyas, Akmal Khikmatullaev, Dharmen Punjani, Christoph Lange, Maria-Esther Vidal, Jens Lehmann, Sören Auer
Why Reinvent the Wheel: Let's Build Question Answering Systems Together. WWW (2018)
Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Akhilesh Vyas, Maria-Esther Vidal
Dynamic Composition of Question Answering Pipelines with FRANKENSTEIN. SIGIR (2018)
Kuldeep Singh, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann
No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph. CoRR (2018)
Kuldeep Singh, Andreas Both, Arun Sethupat Radhakrishna, Saeedeh Shekarpour
Frankenstein: A Platform Enabling Reuse of Question Answering Components. ESWC (2018)
Dennis Diefenbach, Kuldeep Singh, Andreas Both, Didier Cherix, Christoph Lange, Sören Auer
The Qanary Ecosystem: Getting New Insights by Composing Question Answering Pipelines. ICWE (2017)
Kuldeep Singh, Isaiah Onando Mulang', Ioanna Lytra, Mohamad Yaser Jaradeh, Ahmad Sakor, Maria-Esther Vidal, Christoph Lange, Sören Auer
Capturing Knowledge in Semantically-typed Relational Patterns to Enhance Relation Linking. K-CAP (2017)
Andreas Both, Kuldeep Singh, Dennis Diefenbach, Ioanna Lytra
Rapid Engineering of QA Systems Using the Light-Weight Qanary Architecture. ICWE (2017)
Kuldeep Singh, Ioanna Lytra, Maria-Esther Vidal, Dharmen Punjani, Harsh Thakkar, Christoph Lange, Sören Auer
QAestro - Semantic-Based Composition of Question Answering Pipelines. DEXA (1) (2017)
Isaiah Onando Mulang', Kuldeep Singh, Fabrizio Orlandi
Matching Natural Language Relations to Knowledge Graph Properties for Question Answering. SEMANTiCS (2017)
Kuldeep Singh, Ioanna Lytra, Kunwar Abhinav Aditya, Maria-Esther Vidal
QAestro Framework - Semantic Composition of QA Pipelines. ISWC (Posters, Demos & Industry Tracks) (2017)
Kuldeep Singh, Andreas Both, Dennis Diefenbach, Saeedeh Shekarpour
Towards a Message-Driven Vocabulary for Promoting the Interoperability of Question Answering Systems. ICSC (2016)
Andreas Both, Dennis Diefenbach, Kuldeep Singh, Saeedeh Shekarpour, Didier Cherix, Christoph Lange
Qanary - A Methodology for Vocabulary-Driven Open Question Answering Systems. ESWC (2016)
Saeedeh Shekarpour, Denis Lukovnikov, Ashwini Jaya Kumar, Kemele M. Endris, Kuldeep Singh, Harsh Thakkar, Christoph Lange
Question Answering on Linked Data: Challenges and Future Directions. CoRR (2016)
Saeedeh Shekarpour, Kemele M. Endris, Ashwini Jaya Kumar, Denis Lukovnikov, Kuldeep Singh, Harsh Thakkar, Christoph Lange
Question Answering on Linked Data: Challenges and Future Directions. WWW (Companion Volume) (2016)
Kuldeep Singh, Andreas Both, Dennis Diefenbach, Saeedeh Shekarpour, Didier Cherix, Christoph Lange
Qanary - The Fast Track to Creating a Question Answering System with Linked Data Technology. ESWC (Satellite Events) (2016)
Anant Gupta, Kuldeep Singh
Location based personalized restaurant recommendation system for mobile environments. ICACCI (2013)