LSDSem 2017 Shared Task: The Story Cloze Test
The LSDSem{'}17 shared task is the Story Cloze Test, a new evaluation for story understanding and script learning. This test provides a system with a four-sentence story and two possible endings, and the system must choose the correct ending to the story. Successful narrative understanding (getting closer to human performance of 100{\%}) requires systems to link various levels of semantics to commonsense knowledge. A total of eight systems participated in the shared task, with a variety of approaches including.
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Cloze TestReading ComprehensionSentenceSimilar Papers 제목 키워드 기반
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test
The Story Cloze test is a recent effort in providing a common test scenario for text understanding systems. As part of the LSDSem 2017 shared task, we present a system based on a deep learning architecture combined with …
Cloze TestIIT (BHU): System Description for LSDSem'17 Shared Task
This paper describes an ensemble system submitted as part of the LSDSem Shared Task 2017 - the Story Cloze Test. The main conclusion from our results is that an approach based on semantic similarity alone may not be enou…
Cloze TestCommon Sense ReasoningregressionSemantic Similarity+1Story Cloze Task: UW NLP System
This paper describes University of Washington NLP{'}s submission for the Linking Models of Lexical, Sentential and Discourse-level Semantics (LSDSem 2017) shared task{---}the Story Cloze Task. Our system is a linear clas…
Language ModelingLanguage ModellingStory Cloze Ending Selection Baselines and Data Examination
This paper describes two supervised baseline systems for the Story Cloze Test Shared Task (Mostafazadeh et al., 2016a). We first build a classifier using features based on word embeddings and semantic similarity computat…
Cloze TestSemantic SimilaritySemantic Textual SimilarityWord EmbeddingsA Simple and Effective Approach to the Story Cloze Test
In the Story Cloze Test, a system is presented with a 4-sentence prompt to a story, and must determine which one of two potential endings is the 'right' ending to the story. Previous work has shown that ignoring the trai…
Cloze TestFeature EngineeringQuestion AnsweringSentence