Argument Reasoning Comprehension Task

task ID: argumentreasoningcomprehensiontask

Related Papers

ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThis paper presents our submissions to SemEval 2018 Task 12: the Argument Reasoning Comprehension Task. We investigate an end-to-end attention-based neural network to represent the two lexically close candidate warrants. …...

25942

Joker at SemEval-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThis paper describes a classification system that participated in the SemEval-2018 Task 12: The Argument Reasoning Comprehension Task. Briefly the task can be described as that a natural language “argument” …...

25935

NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThe Argument Reasoning Comprehension Task is a difficult challenge requiring significant language understanding and complex reasoning over world knowledge. We focus on transfer of a sentence encoder to bootstrap more …...

25941

TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThis paper describes our system for the SemEval-2018 Task 12: Argument Reasoning Comprehension Task. We utilize skip-thought vectors, sentence-level distributional vectors inspired by the popular word embeddings and the skip-gram …...

25934

The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractReasoning is a crucial part of natural language argumentation. To comprehend an argument, one must analyze its warrant, which explains why its claim follows from its premises. As arguments are …...

20861

Probing Neural Network Comprehension of Natural Language Arguments

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe are surprised to find that BERT’s peak performance of 77% on the Argument Reasoning Comprehension Task reaches just three points below the average untrained human baseline. However, we show …...

39506

Reproduction and Revival of the Argument Reasoning Comprehension Task

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractReproduction of scientific findings is essential for scientific development across all scientific disciplines and reproducing results of previous works is a basic requirement for validating the hypothesis and conclusions put …...

14275