research
∙
02/16/2023
Empirical Investigation of Neural Symbolic Reasoning Strategies
Neural reasoning accuracy improves when generating intermediate reasonin...
share
research
∙
02/15/2023
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
Compositionality is a pivotal property of symbolic reasoning. However, h...
research
∙
01/17/2023
Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers
How language models process complex input that requires multiple steps o...
research
∙
09/28/2021
Instance-Based Neural Dependency Parsing
Interpretable rationales for model predictions are crucial in practical ...
research
∙
06/10/2019
Multimodal Logical Inference System for Visual-Textual Entailment
A large amount of research about multimodal inference across text and vi...
research
∙
06/05/2019
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
We propose a new domain adaptation method for Combinatory Categorial Gra...
research
∙
11/15/2018
Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference
In logic-based approaches to reasoning tasks such as Recognizing Textual...
research
∙
04/19/2018
Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning
In formal logic-based approaches to Recognizing Textual Entailment (RTE)...
research
∙
04/23/2017