Dr. Kuldeep Singh

Innovation Manager – Automotive R&D
Cerence GmbH

Profiles: LinkedIn, Google ScholarDBLP

kuldeep.singh1@cerence.com

Short CV


Dr. Kuldeep Singh is a associated researcher with SDA. He currently works in Cerence GmbH. He is part of the Innovation management team and driving innovation in conversational AI-related products for tier-1 OEMs. He is responsible for the success of a few next-gen innovative conversational AI products of Cerence.

Research Interests


  • Question Answering
  • Knowledge Graphs Completion
  • Natural Language Processing

Projects


  • WDAqua

Publication

2021

Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Both, Andreas; Auer, Sören

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines Inproceedings

In: Web Engineering - 21st International Conference, ICWE 2021, Biarritz, France, May 18-21, 2021, Proceedings, pp. 240–254, Springer, 2021.

Links | BibTeX

Jaradeh, Mohamad Yaser; Singh, Kuldeep; Stocker, Markus; Auer, Sören

Plumber: A Modular Framework to Create Information Extraction Pipelines Inproceedings

In: Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021, pp. 678–679, ACM / IW3C2, 2021.

Links | BibTeX

2020

Mulang, Isaiah Onando; Singh, Kuldeep; Vyas, Akhilesh; Shekarpour, Saeedeh; Vidal, Maria-Esther; Auer, Sören

Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking Inproceedings

In: Web Information Systems Engineering - WISE 2020 - 21st International Conference, Amsterdam, The Netherlands, October 20-24, 2020, Proceedings, Part I, pp. 328–342, Springer, 2020.

Links | BibTeX

2019

Sakor, Ahmad; Mulang, Isaiah Onando; Singh, Kuldeep; Shekarpour, Saeedeh; Vidal, Maria-Esther; Lehmann, Jens; Auer, Sören

Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text Inproceedings

In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), pp. 2336–2346, Association for Computational Linguistics, 2019.

Links | BibTeX

Mehmood, Qaiser; Nadgeri, Abhishek; Saleem, Muhammad; Singh, Kuldeep; Ngomo, Axel-Cyrille Ngonga; Lehmann, Jens

Microbenchmarks for Question Answering Systems Using QaldGen Inproceedings

In: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 26-30, 2019, pp. 261–264, CEUR-WS.org, 2019.

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Singh, Kuldeep; Saleem, Muhammad; Nadgeri, Abhishek; Conrads, Felix; Pan, Jeff Z.; Ngomo, Axel-Cyrille Ngonga; Lehmann, Jens

QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs Inproceedings

In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II, pp. 277–292, Springer, 2019.

Links | BibTeX

Singh, Kuldeep

Towards Dynamic Composition of Question Answering Pipelines PhD Thesis

University of Bonn, Germany, 2019.

Abstract | Links | BibTeX

Sakor, Ahmad; Singh, Kuldeep; Vidal, Maria-Esther

FALCON: An Entity and Relation Linking Framework over DBpedia Inproceedings

In: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 26-30, 2019, pp. 265–268, CEUR-WS.org, 2019.

Links | BibTeX

2018

Singh, Kuldeep; Lytra, Ioanna; Radhakrishna, Arun Sethupat; Vyas, Akhilesh; Vidal, Maria-Esther

Dynamic Composition of Question Answering Pipelines with FRANKENSTEIN Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018, pp. 1313–1316, ACM, 2018.

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Singh, Kuldeep; Radhakrishna, Arun Sethupat; Both, Andreas; Shekarpour, Saeedeh; Lytra, Ioanna; Usbeck, Ricardo; Vyas, Akhilesh; Khikmatullaev, Akmal; Punjani, Dharmen; Lange, Christoph; Vidal, Maria-Esther; Lehmann, Jens; Auer, Sören

Why Reinvent the Wheel: Let's Build Question Answering Systems Together Inproceedings

In: Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018, pp. 1247–1256, ACM, 2018.

Links | BibTeX

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

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

In: CoRR, abs/1809.10044 , 2018.

Links | BibTeX

Singh, Kuldeep; Both, Andreas; Radhakrishna, Arun Sethupat; Shekarpour, Saeedeh

Frankenstein: A Platform Enabling Reuse of Question Answering Components Inproceedings

In: The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings, pp. 624–638, Springer, 2018.

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2017

Singh, Kuldeep; Lytra, Ioanna; Vidal, Maria-Esther; Punjani, Dharmen; Thakkar, Harsh; Lange, Christoph; Auer, Sören

QAestro - Semantic-Based Composition of Question Answering Pipelines Inproceedings

In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part I, pp. 19–34, Springer, 2017.

Links | BibTeX

Mulang, Isaiah Onando; Singh, Kuldeep; Orlandi, Fabrizio

Matching Natural Language Relations to Knowledge Graph Properties for Question Answering Inproceedings

In: Proceedings of the 13th International Conference on Semantic Systems, SEMANTICS 2017, Amsterdam, The Netherlands, September 11-14, 2017, pp. 89–96, ACM, 2017.

Links | BibTeX

Both, Andreas; Singh, Kuldeep; Diefenbach, Dennis; Lytra, Ioanna

Rapid Engineering of QA Systems Using the Light-Weight Qanary Architecture Inproceedings

In: Web Engineering - 17th International Conference, ICWE 2017, Rome, Italy, June 5-8, 2017, Proceedings, pp. 544–548, Springer, 2017.

Links | BibTeX

Diefenbach, Dennis; Singh, Kuldeep; Both, Andreas; Cherix, Didier; Lange, Christoph; Auer, Sören

The Qanary Ecosystem: Getting New Insights by Composing Question Answering Pipelines Inproceedings

In: Web Engineering - 17th International Conference, ICWE 2017, Rome, Italy, June 5-8, 2017, Proceedings, pp. 171–189, Springer, 2017.

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Singh, Kuldeep; Mulang, Isaiah Onando; Lytra, Ioanna; Jaradeh, Mohamad Yaser; Sakor, Ahmad; Vidal, Maria-Esther; Lange, Christoph; Auer, Sören

Capturing Knowledge in Semantically-typed Relational Patterns to Enhance Relation Linking Inproceedings

In: Proceedings of the Knowledge Capture Conference, K-CAP 2017, Austin, TX, USA, December 4-6, 2017, pp. 31:1–31:8, ACM, 2017.

Links | BibTeX

Singh, Kuldeep; Lytra, Ioanna; Aditya, Kunwar Abhinav; Vidal, Maria-Esther

QAestro Framework - Semantic Composition of QA Pipelines Inproceedings

In: Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to - 25th, 2017, CEUR-WS.org, 2017.

Links | BibTeX

2016

kmueller stadler singh hellmann,

Towards Sustainable view-based Extract-Transform-Load (ETL) Fusion of Open Data Inproceedings

In: Proceedings of the Workshop on 3rd Workshop on Linked Data Quality co-located with the European Semantic Web Conference 2016 (ESWC 2016), 2016.

Abstract | Links | BibTeX

Both, Andreas; Diefenbach, Dennis; Singh, Kuldeep; Shekarpour, Saeedeh; Cherix, Didier; Lange, Christoph

Qanary - A Methodology for Vocabulary-Driven Open Question Answering Systems Inproceedings

In: The Semantic Web. Latest Advances and New Domains - 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Proceedings, pp. 625–641, Springer, 2016.

Links | BibTeX

Singh, Kuldeep; Both, Andreas; Diefenbach, Dennis; Shekarpour, Saeedeh; Cherix, Didier; Lange, Christoph

Qanary - The Fast Track to Creating a Question Answering System with Linked Data Technology Inproceedings

In: The Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers, pp. 183–188, 2016.

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Shekarpour, Saeedeh; Endris, Kemele M.; Kumar, Ashwini Jaya; Lukovnikov, Denis; Singh, Kuldeep; Thakkar, Harsh; Lange, Christoph

Question Answering on Linked Data: Challenges and Future Directions Inproceedings

In: Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, pp. 693–698, ACM, 2016.

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Singh, Kuldeep; Both, Andreas; Diefenbach, Dennis; Shekarpour, Saeedeh

Towards a Message-Driven Vocabulary for Promoting the Interoperability of Question Answering Systems Inproceedings

In: Tenth IEEE International Conference on Semantic Computing, ICSC 2016, Laguna Hills, CA, USA, February 4-6, 2016, pp. 386–389, IEEE Computer Society, 2016.

Links | BibTeX

2013

Gupta, Anant; Singh, Kuldeep

Location based personalized restaurant recommendation system for mobile environments Inproceedings

In: International Conference on Advances in Computing, Communications and Informatics, ICACCI 2013, Mysore, India, August 22-25, 2013, pp. 507–511, IEEE, 2013.

Links | BibTeX