Temporal Processing with the TARSQI Toolkit

We present the TARSQI Toolkit (TTK), a modular system for automatic temporal and event annotation of natural language texts. TTK identifies temporal expressions and events in natural language texts, and parses the document to order events and to anchor them to temporal expressions.

[1]  James H. Martin,et al.  CU-TMP: Temporal Relation Classification Using Syntactic and Semantic Features , 2007, Fourth International Workshop on Semantic Evaluations (SemEval-2007).

[2]  Mirella Lapata,et al.  Learning Sentence-internal Temporal Relations , 2006, J. Artif. Intell. Res..

[3]  Georgiana Puscasu.  WVALI: Temporal Relation Identification by Syntactico-Semantic Analysis , 2007, SemEval@ACL.

[4]  James Pustejovsky,et al.  Automating Temporal Annotation with TARSQI , 2005, ACL.

[5]  Regina Barzilay,et al.  Finding Temporal Order in Discharge Summaries , 2006, AMIA.

[6]  Munirathnam Srikanth,et al.  LCC-TE: A Hybrid Approach to Temporal Relation Identification in News Text , 2007, Fourth International Workshop on Semantic Evaluations (SemEval-2007).

[7]  James Pustejovsky,et al.  TimeML: Robust Specification of Event and Temporal Expressions in Text , 2003, New Directions in Question Answering.

[8]  James Pustejovsky,et al.  Temporal and Event Information in Natural Language Text , 2005, Lang. Resour. Evaluation.

[9]  Marc Verhagen.  Drawing TimeML Relations with TBox , 2005, Annotating, Extracting and Reasoning about Time and Events.

[10]  James F. Allen.  Maintaining knowledge about temporal intervals , 1983, CACM.

[11]  Shan Wang,et al.  Classifying Temporal Relations Between Events , 2007, ACL.

[12]  Marc Verhagen,et al.  Temporal Closure in an Annotation Environment , 2005, Lang. Resour. Evaluation.

[13]  James Pustejovsky,et al.  Machine Learning of Temporal Relations , 2006, ACL.

[14]  James Pustejovsky,et al.  SlinkET: A Partial Modal Parser for Events , 2006, LREC.

[15]  James Pustejovsky,et al.  Annotating and Recognizing Event Modality in Text , 2006, FLAIRS.

[16]  James Pustejovsky,et al.  Evita: A Robust Event Recognizer For QA Systems , 2005, HLT.