Interpreting Tense, Aspect and Time Adverbials: A Compositional, Unified Approach
ICTL '94 Proceedings of the First International Conference on Temporal Logic
Time, tense and aspect in natural language database interfaces
Natural Language Engineering
Tense trees as the "fine structure" of discourse
ACL '92 Proceedings of the 30th annual meeting on Association for Computational Linguistics
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A word-based approach for modeling and discovering temporal relations embedded in Chinese sentences
ACM Transactions on Asian Language Information Processing (TALIP)
Introduction to the special issue on temporal information processing
ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on Temporal Information Processing
Annotating and measuring temporal relations in texts
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
The Chinese aspect generation based on aspect selection functions
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
Explanation knowledge graph construction through causality extraction from texts
Journal of Computer Science and Technology
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
CTEMP: a chinese temporal parser for extracting and normalizing temporal information
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
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Conventional information systems cannot cater for temporal information effectively. For this reason, it is useful to capture and maintain the temporal knowledge (especially the relative knowledge) associated to each action in an information system. In this paper, we propose a model to mine and organize temporal relations embedded in Chinese sentences. Three kinds of event expressions are accounted for, i.e. single event, multiple events and declared event(s). Experiments are conducted to evaluate the mining algorithm using a set of news reports and the results are significant. Error analysis has also been performed opening up new doors for future research.