ROCStories

Representation and learning of commonsense knowledge is one of the foundational prob- lems in the quest to enable deep language un- derstanding. This issue is particularly chal- lenging for understanding …...

AbstractReasoning with commonsense knowledge is critical for natural language understanding. Traditional methods for commonsense machine comprehension mostly only focus on one specific kind of knowledge, neglecting the fact that commonsense …...

AbstractReading strategies have been shown to improve comprehension levels, especially for readers lacking adequate prior knowledge. Just as the process of knowledge accumulation is time-consuming for human readers, it is …...

Current storytelling systems focus more on generating stories with coherent plots regard- less of the narration style, which is impor- tant for controllable text generation. There- fore, we propose a …...