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Mokanarangan Thayaparan
Mokanarangan Thayaparan
Verified email at manchester.ac.uk
Title
Cited by
Cited by
Year
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration
DU Peter Jansen, Mokanarangan Thayaparan, Marco Valentino
Association for Computational Linguistics, 156–165, 2021
52*2021
A survey on explainability in machine reading comprehension
M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2010.00389, 2020
442020
Unification-based reconstruction of explanations for science questions
M Valentino, M Thayaparan, A Freitas
arXiv e-prints, arXiv: 2004.00061, 2020
23*2020
Identifying supporting facts for multi-hop question answering with document graph networks
M Thayaparan, M Valentino, V Schlegel, A Freitas
arXiv preprint arXiv:1910.00290, 2019
222019
Hybrid autoregressive inference for scalable multi-hop explanation regeneration
M Valentino, M Thayaparan, D Ferreira, A Freitas
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11403 …, 2022
202022
To be or not to be an integer? encoding variables for mathematical text
D Ferreira, M Thayaparan, M Valentino, J Rozanova, A Freitas
Findings of the Association for Computational Linguistics: ACL 2022, 938-948, 2022
142022
Explainable inference over grounding-abstract chains for science questions
M Thayaparan, M Valentino, A Freitas
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 1-12, 2021
142021
Tamil morphological analyzer using support vector machines
T Mokanarangan, T Pranavan, U Megala, N Nilusija, G Dias, S Jayasena, ...
Natural Language Processing and Information Systems: 21st International …, 2016
142016
Does my representation capture X? Probe-ably
D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2104.05807, 2021
122021
Explanationlp: Abductive reasoning for explainable science question answering
M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2010.13128, 2020
112020
Explainable natural language reasoning via conceptual unification
M Valentino, M Thayaparan, A Freitas
arXiv preprint arXiv:2009.14539, 2020
112020
Diff-explainer: Differentiable convex optimization for explainable multi-hop inference
M Thayaparan, M Valentino, D Ferreira, J Rozanova, A Freitas
Transactions of the Association for Computational Linguistics 10, 1103-1119, 2022
10*2022
Graph based semi-supervised learning approach for Tamil POS tagging
M Thayaparan, S Ranathunga, U Thayasivam
Proceedings of the Eleventh International Conference on Language Resources …, 2018
102018
TextGraphs 2022 shared task on natural language premise selection
M Valentino, D Ferreira, M Thayaparan, A Freitas, D Ustalov
Proceedings of TextGraphs-16: Graph-based Methods for Natural Language …, 2022
82022
Supporting context monotonicity abstractions in neural nli models
J Rozanova, D Ferreira, M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2105.08008, 2021
52021
Case-based abductive natural language inference
M Valentino, M Thayaparan, A Freitas
arXiv preprint arXiv:2009.14539, 2020
52020
Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA)
P Theivendiram, M Uthayakumar, N Nadarasamoorthy, M Thayaparan, ...
International Conference on Intelligent Text Processing and Computational …, 2016
52016
Switching contexts: Transportability measures for nlp
G Marshall, M Thayaparan, P Osborne, A Freitas
arXiv preprint arXiv:2105.00823, 2021
22021
Translation of named entities between sinhala and tamil for official government documents
T Mokanarangan
22018
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers
M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2208.03339, 2022
12022
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Articles 1–20