Dr. Isaiah Onando Mulang’

Dr. Isaiah Onando Mulang’ left SDA. The profile below reflects the status at the point of his departure and is no longer updated.

Phd Student
Computer Science Institute
University of Bonn

Profiles: LinkedInGoogle Scholar

Endenicher Allee 19a, 53115 Bonn
University of Bonn, Computer Science

Short CV


Isaiah Onando Mulang’ is a PhD Student at the University of Bonn. Isaiah’ research interests are in the area of Matching NL relations to KG properties (Rules, embeddings & future PGM).

Research Interests


  • Machine Learning & Deep Learning for NLP, KG, Social Media, and BI
  • Distributional Semantics and Grammar

Projects


  • ODINE

Publications


2021

Ravi, Manoj Prabhakar Kannan; Singh, Kuldeep; Mulang, Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Lehmann, Jens

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

In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021, pp. 504–514, Association for Computational Linguistics, 2021.

Links | BibTeX

Bastos, Anson; Nadgeri, Abhishek; Singh, Kuldeep; Mulang, Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Kaul, Manohar

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

In: WWW textquotesingle 21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021, pp. 1673–1685, ACM / IW3C2, 2021.

Links | BibTeX

Nadgeri, Abhishek; Bastos, Anson; Singh, Kuldeep; Mulang, Isaiah Onando; Hoffart, Johannes; Shekarpour, Saeedeh; Saraswat, Vijay

KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction Inproceedings

In: Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, pp. 535–548, Association for Computational Linguistics, 2021.

Links | BibTeX

Bastos, Anson; Singh, Kuldeep; Nadgeri, Abhishek; Shekarpour, Saeedeh; Mulang, Isaiah Onando; Hoffart, Johannes

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Journal Article

In: CoRR, abs/2108.05774 , 2021.

Links | BibTeX

Souza, Jennifer D'; Mulang, Isaiah Onando; Auer, Sören

Ranking Facts for Explaining Answers to Elementary Science Questions Journal Article

In: CoRR, abs/2110.09036 , 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

Mulang, Isaiah Onando; Singh, Kuldeep; Prabhu, Chaitali; Nadgeri, Abhishek; Hoffart, Johannes; Lehmann, Jens

Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models Inproceedings

In: CIKM'20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, pp. 2157–2160, ACM, 2020.

Links | BibTeX

Mulang, Isaiah Onando; Souza, Jennifer Dtextquotesingle; Auer, Sören

Fine-tuning BERT with Focus Words for Explanation Regeneration Inproceedings

In: Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, ast SEM@COLING 2020, Barcelona, Spain (Online), December 12-13, 2020, pp. 125–130, Association for Computational Linguistics, 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

D'Souza, Jennifer; Mulang, Isaiah Onando; Auer, Sören

Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions Inproceedings

In: Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, TextGraphs@EMNLP 2019, Hong Kong, November 4, 2019, pp. 90–100, Association for Computational Linguistics, 2019.

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

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

In: CoRR, abs/1912.06214 , 2019.

Links | BibTeX

2017

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

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