5 citations · 6 across the 4 of their papers we have counts for
5 papers
A Comparative Study on Collecting High-Quality Implicit Reasonings at a Large-scale
Keshav Singh, Paul Reisert, Naoya Inoue +1
Explicating implicit reasoning (i.e. warrants) in arguments is a long-standing challenge for natural language understanding systems. While recent approaches have focused on explica…
Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring
Farjana Sultana Mim, Naoya Inoue, Paul Reisert +2
Existing approaches for automated essay scoring and document representation learning typically rely on discourse parsers to incorporate discourse structure into text representation…
When Choosing Plausible Alternatives, Clever Hans can be Clever
Pride Kavumba, Naoya Inoue, Benjamin Heinzerling +3
Pretrained language models, such as BERT and RoBERTa, have shown large improvements in the commonsense reasoning benchmark COPA. However, recent work found that many improvements i…
Riposte! A Large Corpus of Counter-Arguments
Paul Reisert, Benjamin Heinzerling, Naoya Inoue +2
Constructive feedback is an effective method for improving critical thinking skills. Counter-arguments (CAs), one form of constructive feedback, have been proven to be useful for c…
A Corpus of Deep Argumentative Structures as an Explanation to Argumentative Relations
Paul Reisert, Naoya Inoue, Naoaki Okazaki +1
In this paper, we compose a new task for deep argumentative structure analysis that goes beyond shallow discourse structure analysis. The idea is that argumentative relations can r…