| 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 | 44 | 2020 |
| 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 | 22 | 2019 |
| 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 | 20 | 2022 |
| 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 | 14 | 2022 |
| 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 | 14 | 2021 |
| 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 | 14 | 2016 |
| Does my representation capture X? Probe-ably D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2104.05807, 2021 | 12 | 2021 |
| Explanationlp: Abductive reasoning for explainable science question answering M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2010.13128, 2020 | 11 | 2020 |
| Explainable natural language reasoning via conceptual unification M Valentino, M Thayaparan, A Freitas arXiv preprint arXiv:2009.14539, 2020 | 11 | 2020 |
| 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 | 10 | 2018 |
| 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 | 8 | 2022 |
| Supporting context monotonicity abstractions in neural nli models J Rozanova, D Ferreira, M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2105.08008, 2021 | 5 | 2021 |
| Case-based abductive natural language inference M Valentino, M Thayaparan, A Freitas arXiv preprint arXiv:2009.14539, 2020 | 5 | 2020 |
| 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 | 5 | 2016 |
| Switching contexts: Transportability measures for nlp G Marshall, M Thayaparan, P Osborne, A Freitas arXiv preprint arXiv:2105.00823, 2021 | 2 | 2021 |
| Translation of named entities between sinhala and tamil for official government documents T Mokanarangan | 2 | 2018 |
| 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 | 1 | 2022 |
Marco ValentinoIdiap Research Institute在 idiap.ch 的电子邮件经过验证
