FrameNet: A Knowledge Base for Natural Language Processing

Prof. Charles J. Fillmore had a lifelong interest in lexical semantics, and this culminated in the latter part of his life in a major research project, the FrameNet Project at the International Computer Science Institute in Berkeley, California (http://framenet. icsi.berkeley.edu). This paper reports on the background of this ongoing project, its connections to Fillmore’s other research interests, and briefly outlines applications and current directions of growth for FrameNet, including FrameNets in languages other than English.

[1]  C. Fillmore,et al.  Grammatical constructions and linguistic generalizations: The What's X doing Y? construction , 1999 .

[2]  Daniel Gildea,et al.  Automatic Labeling of Semantic Roles , 2000, ACL.

[3]  Srini Narayanan,et al.  Semantic Extraction with Wide-Coverage Lexical Resources , 2003, HLT-NAACL.

[4]  Aljoscha Burchardt,et al.  Modeling textual entailment with role semantic information , 2008 .

[5]  Richard Johansson,et al.  Automatic Annotation for All Semantic Layers in FrameNet , 2006, EACL.

[6]  Eve Sweetser,et al.  Negative spaces: Levels of negation and kinds of spaces , 2006 .

[7]  Roger C. Schank,et al.  Scripts, plans, goals and understanding: an inquiry into human knowledge structures , 1978 .

[8]  C. Fillmore TOWARD A MODERN THEORY OF CASE. , 1966 .

[9]  Miriam R. L. Petruck FRAME SEMANTICS , 1996 .

[10]  Josef Ruppenhofer,et al.  Framenet in Action: The Case of Attaching , 2003 .

[11]  Richard Johansson,et al.  LTH: Semantic Structure Extraction using Nonprojective Dependency Trees , 2007, Fourth International Workshop on Semantic Evaluations (SemEval-2007).

[12]  Rove Luiza de Oliveira Chishman,et al.  Developing a Frame-Based Lexicon for the Brazilian Legal Language: The Case of the Criminal_Process Frame , 2011, AICOL.

[13]  C. Fillmore FRAME SEMANTICS AND THE NATURE OF LANGUAGE * , 1976 .

[14]  Klaas Willems,et al.  George Kingsley Zipf , 2006 .

[15]  Noah A. Smith,et al.  Probabilistic Frame-Semantic Parsing , 2010, NAACL.

[16]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[17]  Emmon W. Bach,et al.  Universals in Linguistic Theory , 1970 .

[18]  Eugene Charniak,et al.  Framed PAINTING: The Representation of a Common Sense Knowledge Fragment , 1977, Cogn. Sci..

[19]  Charles J. Fillmore,et al.  Pragmatically Controlled Zero Anaphora , 1986 .

[20]  Arnold M. Zwicky,et al.  Modern Studies in English: Readings in Transformational Grammar , 1974 .

[21]  Roser Morante,et al.  SemEval-2010 Task 10: Linking Events and Their Participants in Discourse , 2009, SemEval@ACL.

[22]  Yuen Ren Chao,et al.  Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology , 1950 .

[23]  Josef Ruppenhofer,et al.  FrameNet II: Extended theory and practice , 2006 .

[24]  Richard Johansson,et al.  A FrameNet-Based Semantic Role Labeler for Swedish , 2006, ACL.

[25]  E. Goffman Frame analysis: An essay on the organization of experience , 1974 .

[26]  Thomas Schmidt The Kicktionary : Combining corpus linguistics and lexical semantics for a multilingual football dictionary , 2008 .

[27]  Steven Kumar Sinha,et al.  Answering Questions about Complex Events , 2008 .

[28]  Eve Sweetser,et al.  Mental Spaces in Grammar: Conditional Constructions , 2005 .

[29]  Noah A. Smith,et al.  Frame-Semantic Parsing , 2014, CL.

[30]  Bonnie J. Dorr,et al.  Inducing semantic frames from lexical resources , 2004 .

[31]  J. Toomasian The Case for the Case , 2016, Perfusion.

[32]  Beth Levin,et al.  English Verb Classes and Alternations: A Preliminary Investigation , 1993 .

[33]  Hans C. Boas,et al.  Multilingual FrameNets in computational lexicography : methods and applications , 2009 .

[34]  Charles J. Fillmore,et al.  SCENES- AND- FRAMES SEMANTICS. , 1977 .

[35]  Simonetta Montemagni,et al.  Towards a FrameNet Resource for the Legal Domain , 2009 .

[36]  Collin F. Baker,et al.  A Frames Approach to Semantic Analysis , 2009 .

[37]  Noam Chomsky,et al.  वाक्यविन्यास का सैद्धान्तिक पक्ष = Aspects of the theory of syntax , 1965 .

[38]  Charles J. Fillmore,et al.  Frames and the semantics of understanding , 1985 .