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Comparative Study on Temporal Information Extraction in Different Languages

JOURNAL:MAZEDAN COMPUTER ENGINEERING TRANSACTIONS

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# Authors First Online DOI Downloads Citations
1. Parul Patel 22 Dec 2021 MCET0202003 10 0
Abstract

In the world of internet, amount of digitized information is increasing exponentially. This data can be very used efficiently if meaningful information can be retrieved from it. Temporal information extraction is an emerging area of research in the field of natural language processing. Temporal information about document like document creation time, updation time, history of various updates on document in form of different versions can be very useful in the document clustering or timeline creation. Temporal information can be present in the form of temporal expression inside the document. It plays very important role in various applications like question answering, generating temporal summaries etc. Lot of research has been done in developing temporal information processing system, known as temporal tagger in various languages. In this paper, comparative study has been done on various temporal information processing system developed for different languages with their related issues and challenges.

Keywords

Temporal expression, Temporal tagger, TERN

References

  1. [1]           Leeuwenberg, A., & Moens, M. (2020). A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract). IJCAI.

    [2]           Chae-Gyun Lim, Young-Seob Jeong, & Ho-Jin Choi (2019). Survey of Temporal Information Extraction. Journal of Information Processing Systems, 15(4), 931-956. DOI: 10.3745/JIPS.04.0129.

    [3]           Data elements and interchange formats – Information interchange –Representation of dates and times, ISO 8601, 2004, ISO 8601, Data elements and interchange formats – Information interchange –Representation of dates and times, 2004.

    [4]           A. Setzer, R. J. Gaizauskas, "Annotating events and temporal information in newswire texts," in Proceedings of the 2nd International Conference on Language Resources and Evaluation (LREC), Athens, Greece, 2000; pp. 1287-1294.

    [5]           Language resources management - Semantic annotation framework (SemAF) - Part1: Time and events, ISO 24617-1:2012, 2012, ISO 24617-1, Language resources management - Semantic annotation framework (SemAF) - Part1: Time and events, 2012.