Randomization tests
Information extraction and text summarization using linguistic knowledge acquisition
Information Processing and Management: an International Journal
Browsing image collections with representations of common-sense activities
Journal of the American Society for Information Science and Technology
The Articulate Computer
Open Mind Common Sense: Knowledge Acquisition from the General Public
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Learning to paraphrase: an unsupervised approach using multiple-sequence alignment
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Identifying events using similarity and context
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Machine learning of temporal relations
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Designing games with a purpose
Communications of the ACM - Designing games with a purpose
Say Anything: A Massively Collaborative Open Domain Story Writing Companion
ICIDS '08 Proceedings of the 1st Joint International Conference on Interactive Digital Storytelling: Interactive Storytelling
Classifying temporal relations between events
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
A demonstration of human computation using the Phrase Detectives annotation game
Proceedings of the ACM SIGKDD Workshop on Human Computation
Cheap and fast---but is it good?: evaluating non-expert annotations for natural language tasks
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Jointly combining implicit constraints improves temporal ordering
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Unsupervised learning of narrative schemas and their participants
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Understanding script-based stories using commonsense reasoning
Cognitive Systems Research
Skip n-grams and ranking functions for predicting script events
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Using discourse information for paraphrase extraction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Script data for attribute-based recognition of composite activities
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
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We describe a novel approach to unsupervised learning of the events that make up a script, along with constraints on their temporal ordering. We collect natural-language descriptions of script-specific event sequences from volunteers over the Internet. Then we compute a graph representation of the script's temporal structure using a multiple sequence alignment algorithm. The evaluation of our system shows that we outperform two informed baselines.