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05/15/2023
Estimating the Causal Effects of Natural Logic Features in Neural NLI Models
Rigorous evaluation of the causal effects of semantic features on langua...
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04/20/2023
Interventional Probing in High Dimensions: An NLI Case Study
Probing strategies have been shown to detect the presence of various lin...
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04/26/2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective
Metamorphic testing has recently been used to check the safety of neural...
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12/15/2021
Decomposing Natural Logic Inferences in Neural NLI
In the interest of interpreting neural NLI models and their reasoning st...
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09/17/2021
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information?
Models designed for intelligent process automation are required to be ca...
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05/17/2021
Supporting Context Monotonicity Abstractions in Neural NLI Models
Natural language contexts display logical regularities with respect to s...
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05/07/2021
∂-Explainer: Abductive Natural Language Inference via Differentiable Convex Optimization
Constrained optimization solvers with Integer Linear programming (ILP) h...
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04/12/2021
Does My Representation Capture X? Probe-Ably
Probing (or diagnostic classification) has become a popular strategy for...
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01/08/2020
On the Evaluation of Intelligent Process Automation
Intelligent Process Automation (IPA) is emerging as a sub-field of AI to...
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01/08/2020