Mokanarangan Thayaparan
11 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Silver π€ Dynamic Duo (11)
β
The Questioner
(2)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Applications
(6)
Knowledge & Reasoning
(4)
Core Methods
(4)
Reasoning
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(2)
Interdisciplinary
(1)
Architectures
(1)
Linguistics
(1)
Optimization & Theory
(1)
Keywords
question answering
(5)
multi-hop reasoning
(5)
natural language inference
(4)
information retrieval
(3)
knowledge graph
(2)
knowledge base
(2)
representation learning
(2)
explanation regeneration
(2)
explanation generation
(2)
case-based reasoning
(1)
scalable inference
(1)
integer linear programming
(1)
semantic analysis
(1)
semantic drift
(1)
message passing
(1)
semantic feature
(1)
neuro-symbolic architecture
(1)
premise selection
(1)
model analysis
(1)
neural network interpretability
(1)
Papers
A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference
COLING 2024
Case-Based Abductive Natural Language Inference
COLING 2022
Decomposing Natural Logic Inferences for Neural NLI
EMNLP 2022
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration
AAAI 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection
COLING 2022
To be or not to be an Integer? Encoding Variables for Mathematical Text
ACL 2022
Does My Representation Capture X? Probe-Ably
ACL 2021
Explainable Inference Over Grounding-Abstract Chains for Science Questions
ACL 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration
NAACL 2021
Unification-based Reconstruction of Multi-hop Explanations for Science Questions
EACL 2021
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks
EMNLP 2019