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Human understanding of narrative texts requires making commonsense inferences beyond what is stated explicitly in the text.
Counterfactual Story Reasoning and Generation
Qin, L.; Bosselut, A.; Holtzman, A.; Bhagavatula, C.; Clark, E.; and Choi, Y. 2019 · 1909
Earlier work this paper cites.
The Mathematical Theory of Communication
Shannon, C. E. 1948 · 1948
Earlier work this paper cites.
The Psychology of Interpersonal Relations
Heider, F. 1958 · 1958
Earlier work this paper cites.
Measuring nominal scale agreement among many raters
Fleiss, J. L. 1971 · 1971
Earlier work this paper cites.
Toward a model of children’s story comprehension
Charniak, E. 1972 · 1972
Earlier work this paper cites.
Episodic and semantic memory
Tulving, E.; and Donaldson, W. 1972 · 1972
Earlier work this paper cites.
Understanding natural language
Winograd, T. 1972 · 1972
Earlier work this paper cites.
Scripts, plans, goals and understanding: An inquiry into human knowledge structures
Schank, R. C.; and Abelson, R. P. 1977 · 1977
Earlier work this paper cites.
A Probabilistic Earley Parser as a Psycholinguistic Model
Hale, J. 2001 · 2001
Earlier work this paper cites.
Bleu: a Method for Automatic Evaluation of Machine Translation
Papineni, K.; Roukos, S.; Ward, T.; and Zhu, W.-J. 2001 · 2001
Earlier work this paper cites.
ROUGE: A Package for Automatic Evaluation of Summaries
Lin, C.-Y. 2004 · 2004
Earlier work this paper cites.
Unsupervised learning of narrative event chains
Chambers, N.; and Jurafsky, D. 2008 · 2008
Earlier work this paper cites.
Automated Storytelling via Causal, Commonsense Plot Ordering
Ammanabrolu, P.; Cheung, W.; Broniec, W.; and Riedl, M. O. 2020 · 2009
Earlier work this paper cites.
Learning Temporal Information for States and Events
Kozareva, Z.; and Hovy, E. 2011 · 2011
Earlier work this paper cites.
Choice of plausible alternatives: An evaluation of commonsense causal reasoning
Roemmele, M.; Bejan, C. A.; and Gordon, A. S. 2011 · 2011
Earlier work this paper cites.
Skip n-grams and ranking functions for predicting script events
Jans, B.; Bethard, S.; Vulić, I.; and Moens, M. F. 2012 · 2012
Cited alongside, same era.
Recognizing textual entailment: Models and applications
Dagan, I.; Roth, D.; Zanzotto, F.; and Sammons, M. 2013 · 2013
Cited alongside, same era.
Statistical Script Learning with Multi-Argument Events
Pichotta, K.; and Mooney, R. 2014 · 2014
Cited alongside, same era.
Adam: A Method for Stochastic Optimization
Kingma, D. P.; and Ba, J. 2015 · 2015
Cited alongside, same era.
Script induction as language modeling
Rudinger, R.; Rastogi, P.; Ferraro, F.; and Van Durme, B. 2015 · 2015
Cited alongside, same era.
What happens next? event prediction using a compositional neural network model
Granroth-Wilding, M.; and Clark, S. 2016 · 2016
Cited alongside, same era.
Abductive Commonsense Reasoning
Bhagavatula, C.; Le Bras, R.; Malaviya, C.; Sakaguchi, K.; Holtzman, A.; Rashkin, H.; Downey, D.; Yih, W.-t.; and Choi, Y. 2019 · 2019
Later among the works it cites.
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Bosselut, A.; Rashkin, H.; Sap, M.; Malaviya, C.; Celikyilmaz, A.; and Choi, Y. 2019 · 2019
Later among the works it cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Devlin, J.; Chang, M.-W.; Lee, K.; and Toutanova, K. 2019 · 2019
Later among the works it cites.
Commonsense Knowledge Mining from Pretrained Models
Feldman, J.; Davison, J.; and Rush, A. M. 2019 · 2019
Later among the works it cites.
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning
Huang, L.; Le Bras, R.; Bhagavatula, C.; and Choi, Y. 2019 · 2019
Later among the works it cites.
Language Models are Unsupervised Multitask Learners
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A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
Mostafazadeh, N.; Chambers, N.; He, X.; Parikh, D.; Batra, D.; Vanderwende, L.; Kohli, P.; and Allen, J. 2016 · 2016
Cited alongside, same era.
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Pettijohn, K.; and Radvansky, G. 2016 · 2016
Cited alongside, same era.
Conceptnet 5.5: An open multilingual graph of general knowledge
Speer, R.; Chin, J.; and Havasi, C. 2017 · 2017
Cited alongside, same era.
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Williams, B.; Lieberman, H.; and Winston, P. H. 2017 · 2017
Cited alongside, same era.
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Zhang, S.; Rudinger, R.; Duh, K.; and Durme, B. V. 2017 · 2017
Cited alongside, same era.
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Cited alongside, same era.
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Later among the works it cites.
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
Sap, M.; Le Bras, R.; Allaway, E.; Bhagavatula, C.; Lourie, N.; Rashkin, H.; Roof, B.; Smith, N. A.; and Choi, Y. 2019 · 2019
Later among the works it cites.
Going on a vacation takes longer than Going for a walk: A Study of Temporal Commonsense Understanding
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