A knowledge-driven approach to classifying object and attribute coreferences in opinion mining

J Chen, S Wang, S Mazumder, B Liu - arxiv preprint arxiv:2010.05357, 2020 - arxiv.org
Classifying and resolving coreferences of objects (eg, product names) and attributes (eg,
product aspects) in opinionated reviews is crucial for improving the opinion mining …

Qiaoning at semeval-2020 task 4: Commonsense validation and explanation system based on ensemble of language model

P Liu - arxiv preprint arxiv:2009.02645, 2020 - arxiv.org
In this paper, we present language model system submitted to SemEval-2020 Task 4
competition:" Commonsense Validation and Explanation". We participate in two subtasks for …

Qiaoning at semeval-2020 task 4: Commonsense validation and explanation system based on ensemble of language model

L Pai - Proceedings of the Fourteenth Workshop on Semantic …, 2020 - aclanthology.org
The ability of common sense validation and explanation is very important for most models.
Most obviously, this will directly affect the rationality of the generated model output. The …

[PDF][PDF] Using Answer Set Grammars to Learn Explanations for Winograd Schemas

J Spooner, A Russo, K Broda, L Specia - 2020 - spike.doc.ic.ac.uk
Abstract The Winograd Schema Challenge (Levesque et al., 2012) is a set of 273 expert-
crafted pronoun resolution problems which form a benchmark for commonsense reasoning …

Designing an Evidential Assertion Language for Multiple Analysts

D Burke - Belief Functions: Theory and Applications: 4th …, 2016 - Springer
This paper describes our work in designing an expressive evidence-based language for use
by analysts as part of a decision support system for managing cyber threats. The underlying …