Foreground and background text in retrieval

Our hypothesis is that certain clauses have foreground functions in text, while other clauses have background functions and that these functions are expressed or reflected in the syntactic structure of the clause. Presumably these clauses will have differing utility for automatic approaches to text understanding; a summarization system might want to utilize background clauses to capture commonalities between numbers of documents while an indexing system might use foreground clauses in order to capture specific characteristics of a certain document.

[1]  Kathleen R. McKeown,et al.  Information Extraction and Summarization: Domain Independence through Focus Types , 1999 .

[2]  R. Fawcett Language as social semiotic , 1984 .

[3]  Scott Weinstein,et al.  Centering: A Framework for Modeling the Local Coherence of Discourse , 1995, CL.

[4]  Daniel Marcu,et al.  From discourse structures to text summaries , 1997 .

[5]  Wendy G. Lehnert Narrative Text Summarization , 1980, AAAI.

[6]  Robert J. Jarvella,et al.  Immediate Memory and Discourse Processing1 , 1979 .

[7]  Ralph Grishman,et al.  Information Extraction: Techniques and Challenges , 1997, SCIE.

[8]  Eva Hajičová,et al.  Issues of Sentence Structure and Discourse Patterns. , 1993 .

[9]  Jeffrey C. Reynar An Automatic Method of Finding Topic Boundaries , 1994, ACL.

[10]  Timo Järvinen,et al.  A non-projective dependency parser , 1997, ANLP.

[11]  Lucien Tesnière Éléments de syntaxe structurale , 1959 .

[12]  Marti A. Hearst Multi-Paragraph Segmentation Expository Text , 1994, ACL.

[13]  M. Halliday NOTES ON TRANSITIVITY AND THEME IN ENGLISH. PART 2 , 1967 .

[14]  Tomek Strzalkowski,et al.  Natural Language Information Retrieval: TREC-8 Report , 1994, TREC.

[15]  Regina Barzilay,et al.  Using Lexical Chains for Text Summarization , 1997 .

[16]  S. Corston-Oliver Beyond String Matching and Cue Phrases: Improving Efficiency and Coverage in Discourse Analysis , 1998 .

[17]  Daniel Marcu,et al.  To build text summaries of high quality, nuclearity is not sufficient , 1998 .

[18]  P. Hopper Aspect and foregrounding in discourse , 1979 .

[19]  S. Thompson,et al.  Transitivity in Grammar and Discourse , 1980 .

[20]  Elizabeth D. Liddy,et al.  Development and Implementation of a Discourse Model for Newspaper Texts , 1995 .