3 papers
cs.CL2020
Modeling Preconditions in Text with a Crowd-sourced Dataset
Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh +5
Preconditions provide a form of logical connection between events that explains why some events occur together and information that is complementary to the more widely studied rela…
cs.CL2018
Analyzing and Interpreting Convolutional Neural Networks in NLP
Mahnaz Koupaee, William Yang Wang
Convolutional neural networks have been successfully applied to various NLP tasks. However, it is not obvious whether they model different linguistic patterns such as negation, int…
cs.CL2018
WikiHow: A Large Scale Text Summarization Dataset
Mahnaz Koupaee, William Yang Wang
Sequence-to-sequence models have recently gained the state of the art performance in summarization. However, not too many large-scale high-quality datasets are available and almost…