Kuldeep Singh

Orcid: 0000-0002-5054-9881

Affiliations:
  • Cerence GmbH, Germany
  • Fraunhofer IAIS, Sankt Augustin, Germany (former)


According to our database1, Kuldeep Singh authored at least 49 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs.
CoRR, 2024

2023
Information extraction pipelines for knowledge graphs.
Knowl. Inf. Syst., May, 2023

Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?
Proceedings of the ACM Web Conference 2023, 2023

Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
How Expressive are Transformers in Spectral Domain for Graphs?
Trans. Mach. Learn. Res., 2022

An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs.
CoRR, 2022

Investigating Expressiveness of Transformer in Spectral Domain for Graphs.
CoRR, 2022

Resorting to Context-Aware Background Knowledge for Unveiling Semantically Related Social Media Posts.
IEEE Access, 2022

Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Plumber: A Modular Framework to Create Information Extraction Pipelines.
Proceedings of the Companion of The Web Conference 2021, 2021

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network.
Proceedings of the WWW '21: The Web Conference 2021, 2021

VOGUE: Answer Verbalization Through Multi-Task Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Triple Classification for Scholarly Knowledge Graph Completion.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines.
Proceedings of the Web Engineering - 21st International Conference, 2021

Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs.
Proceedings of the Semantic Web - 18th International Conference, 2021

ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation.
Proceedings of the Semantic Web - 18th International Conference, 2021

CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph.
J. Web Semant., 2020

QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph.
CoRR, 2020

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network.
CoRR, 2020

Template-Based Question Answering over Linked Geospatial Data.
CoRR, 2020

Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Falcon 2.0: An Entity and Relation Linking Tool over Wikidata.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Towards Dynamic Composition of Question Answering Pipelines.
PhD thesis, 2019

Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph.
CoRR, 2019

Towards Optimisation of Collaborative Question Answering over Knowledge Graphs.
CoRR, 2019

QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2019, 2019

FALCON: An Entity and Relation Linking Framework over DBpedia.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Microbenchmarks for Question Answering Systems Using QaldGen.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Why Reinvent the Wheel: Let's Build Question Answering Systems Together.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Dynamic Composition of Question Answering Pipelines with FRANKENSTEIN.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Template-Based Question Answering over Linked Geospatial Data.
Proceedings of the 12th Workshop on Geographic Information Retrieval, 2018

Frankenstein: A Platform Enabling Reuse of Question Answering Components.
Proceedings of the Semantic Web - 15th International Conference, 2018

2017
QAestro Framework - Semantic Composition of QA Pipelines.
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, 2017

Capturing Knowledge in Semantically-typed Relational Patterns to Enhance Relation Linking.
Proceedings of the Knowledge Capture Conference, 2017

The Qanary Ecosystem: Getting New Insights by Composing Question Answering Pipelines.
Proceedings of the Web Engineering - 17th International Conference, 2017

Rapid Engineering of QA Systems Using the Light-Weight Qanary Architecture.
Proceedings of the Web Engineering - 17th International Conference, 2017

Matching Natural Language Relations to Knowledge Graph Properties for Question Answering.
Proceedings of the 13th International Conference on Semantic Systems, 2017

QAestro - Semantic-Based Composition of Question Answering Pipelines.
Proceedings of the Database and Expert Systems Applications, 2017

2016
Question Answering on Linked Data: Challenges and Future Directions.
Proceedings of the 25th International Conference on World Wide Web, 2016

Towards a Message-Driven Vocabulary for Promoting the Interoperability of Question Answering Systems.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

Qanary - The Fast Track to Creating a Question Answering System with Linked Data Technology.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Qanary - A Methodology for Vocabulary-Driven Open Question Answering Systems.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

2013
Location based personalized restaurant recommendation system for mobile environments.
Proceedings of the International Conference on Advances in Computing, 2013


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