Mokanarangan Thayaparan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Natural Language

Top Venues

BlackboxNLP@EMNLP

Publications

Mokanarangan Thayaparan, Marco Valentino, André Freitas
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference. LREC/COLING (2024)
Mokanarangan Thayaparan, Marco Valentino, André Freitas
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference. CoRR (2024)
Julia Rozanova, Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino, André Freitas
Decomposing Natural Logic Inferences for Neural NLI. BlackboxNLP@EMNLP (2022)
Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino, Julia Rozanova, André Freitas
To be or not to be an Integer? Encoding Variables for Mathematical Text. ACL (Findings) (2022)
Marco Valentino, Mokanarangan Thayaparan, Deborah Ferreira, André Freitas
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration. AAAI (2022)
Marco Valentino, Mokanarangan Thayaparan, André Freitas
Case-Based Abductive Natural Language Inference. COLING (2022)
Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, André Freitas
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference. Trans. Assoc. Comput. Linguistics 10 (2022)
Mokanarangan Thayaparan, Marco Valentino, André Freitas
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers. CoRR (2022)
Marco Valentino, Mokanarangan Thayaparan, Deborah Ferreira, André Freitas
Hybrid Autoregressive Solver for Scalable Abductive Natural Language Inference. CoRR (2021)
Mokanarangan Thayaparan, Marco Valentino, André Freitas
Explainable Inference Over Grounding-Abstract Chains for Science Questions. ACL/IJCNLP (Findings) (2021)
Deborah Ferreira, Julia Rozanova, Mokanarangan Thayaparan, Marco Valentino, André Freitas
Does My Representation Capture X? Probe-Ably. CoRR (2021)
Guy Marshall, Mokanarangan Thayaparan, Philip Osborne, André Freitas
Switching Contexts: Transportability Measures for NLP. CoRR (2021)
Julia Rozanova, Deborah Ferreira, Marco Valentino, Mokanarangan Thayaparan, André Freitas
Decomposing Natural Logic Inferences in Neural NLI. CoRR (2021)
Deborah Ferreira, Julia Rozanova, Mokanarangan Thayaparan, Marco Valentino, André Freitas
Does My Representation Capture X? Probe-Ably. ACL (demo) (2021)
Marco Valentino, Mokanarangan Thayaparan, André Freitas
Unification-based Reconstruction of Multi-hop Explanations for Science Questions. EACL (2021)
Julia Rozanova, Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino, André Freitas
Supporting Context Monotonicity Abstractions in Neural NLI Models. CoRR (2021)
Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, André Freitas
∂-Explainer: Abductive Natural Language Inference via Differentiable Convex Optimization. CoRR (2021)
Mokanarangan Thayaparan, Marco Valentino, André Freitas
ExplanationLP: Abductive Reasoning for Explainable Science Question Answering. CoRR (2020)
Marco Valentino, Mokanarangan Thayaparan, André Freitas
Unification-based Reconstruction of Explanations for Science Questions. CoRR (2020)
Marco Valentino, Mokanarangan Thayaparan, André Freitas
Explainable Natural Language Reasoning via Conceptual Unification. CoRR (2020)
Mokanarangan Thayaparan, Marco Valentino, André Freitas
A Survey on Explainability in Machine Reading Comprehension. CoRR (2020)
Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel, André Freitas
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks. TextGraphs@EMNLP (2019)
Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel, André Freitas
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks. CoRR (2019)
Mokanarangan Thayaparan, Surangika Ranathunga, Uthayasanker Thayasivam
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging. LREC (2018)
Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Mokanarangan Thayaparan, Sanath Jayasena, Gihan Dias, Surangika Ranathunga
Named-Entity-Recognition (NER) for Tamil Language Using Margin-Infused Relaxed Algorithm (MIRA). CICLing (1) (2016)
Mokanarangan Thayaparan, Pranavan Theivendiram, Megala Uthayakumar, Nilusija Nadarasamoorthy, Gihan Dias, Sanath Jayasena, Surangika Ranathunga
Tamil Morphological Analyzer Using Support Vector Machines. NLDB (2016)