Author

Mokanarangan Thayaparan

Observed names: T. Mokanarangan, Thayaparan, Mokanarangan

Institution: The Open University

Observed institutions: University of Moratuwa, The Open University, University of Manchester, Idiap Research Institute

ORCID: 0000-0001-8413-6244

Observed ORCID: 0000-0001-8413-6244

OpenAlex ID: A5031812356

A Survey on Explainability in Machine Reading Comprehension

2020 · Thayaparan, Mokanarangan, Valentino, Marco, et al. · arXiv (Cornell University) · 30

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Unification-based Reconstruction of Multi-hop Explanations for Science Questions

2021 · Marco Valentino, Mokanarangan Thayaparan, et al. · 21

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Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks

2019 · Mokanarangan Thayaparan, Marco Valentino, et al. · 18

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TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration

2021 · Peter Jansen, Mokanarangan Thayaparan, et al. · 14

Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration

2022 · Marco Valentino, Mokanarangan Thayaparan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 9

To be or not to be an Integer? Encoding Variables for Mathematical Text

2022 · Deborah Ferreira, Mokanarangan Thayaparan, et al. · Findings of the Association for Computational Linguistics: ACL 2022 · 7

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ExplanationLP: Abductive Reasoning for Explainable Science Question Answering

2020 · Thayaparan, Mokanarangan, Valentino, Marco, et al. · arXiv (Cornell University) · 7

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Tamil Morphological Analyzer Using Support Vector Machines

2016 · T. Mokanarangan, T. Pranavan, et al. · Lecture notes in computer science · 7

Case-Based Abductive Natural Language Inference

2020 · Valentino, Marco, Thayaparan, Mokanarangan, et al. · arXiv (Cornell University) · 6

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Decomposing Natural Logic Inferences for Neural NLI

2022 · Julia Rozanova, Deborah Ferreira, et al. · BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP) · 5

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TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration

2021 · Peter Jansen, Mokanarangan Thayaparan, et al. · 5

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Explainable Inference Over Grounding-Abstract Chains for Science Questions

2021 · Mokanarangan Thayaparan, Marco Valentino, et al. · 5

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Explainable Natural Language Reasoning via Conceptual Unification.

2020 · Marco Valentino, Mokanarangan Thayaparan, et al. · arXiv (Cornell University) · 5

Supporting Context Monotonicity Abstractions in Neural NLI Models

2021 · Rozanova, Julia, Ferreira, Deborah, et al. · arXiv (Cornell University) · 4

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Does My Representation Capture X? Probe-Ably

2021 · Deborah Ferreira, Julia Rozanova, et al. · 4

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Unification-based Reconstruction of Explanations for Science Questions.

2020 · Marco Valentino, Mokanarangan Thayaparan, et al. · arXiv (Cornell University) · 4

Graph Based Semi-Supervised Learning Approach for Tamil POS tagging

2018 · Mokanarangan Thayaparan, Surangika Ranathunga, et al. · Language Resources and Evaluation Conference (LREC) · 4

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Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference

2022 · Mokanarangan Thayaparan, Marco Valentino, et al. · Transactions of the Association for Computational Linguistics · 3

Translation of named entities between Sinhala and Tamil for official government documents

2018 · T. Mokanarangan · 3

Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA)

2018 · Pranavan Theivendiram, Megala Uthayakumar, et al. · Lecture notes in computer science · 2

Utilizing Multilingual Encoders to Improve Large Language Models for Low-Resource Languages

2025 · Imalsha Puranegedara, Themira Chathumina, et al. · Moratuwa Engineering Research Conference (MERCon) · 1

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Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers

2022 · Thayaparan, Mokanarangan, Valentino, Marco, et al. · arXiv (Cornell University) · 1

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Front Matter

2025 · Marco Valentino, Deborah Ferreira, et al.

A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference

2024 · Mokanarangan Thayaparan, Marco Valentino, et al. · Language Resources and Evaluation Conference (LREC)

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Differentiable Constraint-based Solvers for Explanation-based Multi-hop Inference

2022 · Thayaparan, Mokanarangan · Research Explorer (The University of Manchester)

Works count: 33

Citation count: 165

H-index: 7

I10-index: 4