Exploring Verb Frames for Sentence Simplification in Hindi

Systems processing on natural language text encounters fatal problems due to long and complex sentences. Their performance degrades as the complexity of the sentence increases. This paper addresses the task of simplifying complex sentences in Hindi into multiple simple sentences, using a rule based approach. Our approach utilizes two linguistic resources viz. verb demand frames and conjuncts’ list. We performed automatic as well as human evaluation of our system.

[1]  Raman Chandrasekar,et al.  Motivations and Methods for Text Simplification , 1996, COLING.

[2]  Joakim Nivre,et al.  Characterizing the Errors of Data-Driven Dependency Parsing Models , 2007, EMNLP.

[3]  Lucia Specia Translating from Complex to Simplified Sentences , 2010, PROPOR.

[4]  K. P. Soman,et al.  Rule based Sentence Simplification for English to Tamil Machine Translation System , 2011 .

[5]  Akshar Bharati,et al.  Parsing Free Word Order Languages in the Paninian Framework , 1993, ACL.

[6]  Raman Chandrasekar,et al.  Automatic induction of rules for text simplification , 1997, Knowl. Based Syst..

[7]  Fei Xia,et al.  A Multi-Representational and Multi-Layered Treebank for Hindi/Urdu , 2009, Linguistic Annotation Workshop.

[8]  Salim Roukos,et al.  Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.

[9]  Advaith Siddharthan,et al.  An architecture for a text simplification system , 2002, Language Engineering Conference, 2002. Proceedings.

[10]  Kevin Duh,et al.  Divide and Translate: Improving Long Distance Reordering in Statistical Machine Translation , 2010, WMT@ACL.

[11]  Eiichiro Sumita,et al.  Input Sentence Splitting and Translating , 2003, ParallelTexts@NAACL-HLT.

[12]  Fei Xia,et al.  Hindi Syntax: Annotating Dependency, Lexical Predicate-Argument Structure, and Phrase Structure , 2009 .

[13]  Dipti Misra Sharma,et al.  Developing Verb Frames for Hindi , 2008, LREC.

[14]  Gary A. Klein,et al.  Effect of Task Demands on Relationship between Eye Movements and Sentence Complexity , 1974 .