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02/04/2022
Transformers and the representation of biomedical background knowledge
BioBERT and BioMegatron are Transformers models adapted for the biomedic...
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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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07/25/2021
Hybrid Autoregressive Solver for Scalable Abductive Natural Language Inference
Regenerating natural language explanations for science questions is a ch...
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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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04/30/2020
Natural Language Premise Selection: Finding Supporting Statements for Mathematical Text
Mathematical text is written using a combination of words and mathematic...
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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