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Julia M. Taylor - IEEE Xplore Author Profile

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Author details

Julia M. Taylor

Also published under: Julia Taylor, J. M. Taylor

Publications

38

Citations

302

Publications by Year

20042016

Co-Authors:

Salvatore AttardoChristian F. HempelmannLouis HickmanRobert HinhJi Hyeon Hong

Show All Co-Authors (18)

Julia M. Taylor

Also published under: Julia Taylor, J. M. Taylor

Affiliation

Computer & Information Technology

Purdue University

West Lafayette, IN, USA

Publication Topics

Natural Language,
Grain Size,
Part-of-speech,
Ontology Concepts,
Commonsense Knowledge,
Disambiguation,
English Dictionary,
Membership Function,
Native Speakers,
Ontology,
Physical Body,
Semantic

Biography

Julia M. taylor (jtaylor1@purdue.edu) is a senior research engineer at RiverGlass Inc. and a visiting scholar at Purdue University. She received her Ph.D. from the University of Cincinnati in 2008.(Based on document published on 4 November 2010).

Publications

38

Citations

302

Publications by Year

20042016

Co-Authors:

Salvatore Attardo
Christian F. Hempelmann
Louis Hickman
Robert Hinh
Ji Hyeon Hong

Show All Co-Authors (18)

Author's Published Works

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Showing 1-25 of 38 results

Conferences (37)

Magazines (1)

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Julia M. Taylor(25)
Victor Raskin(20)
Lauren M. Stuart(7)
V. Raskin(5)
J. M. Taylor(5)
Purdue University, West Lafayette, IN, USA(6)
Linguistics & CERIAS, Purdue University, West Lafayette, IN, USA(3)
Purdue University, USA(3)
CIT & CERIAS, Purdue University, West Lafayette, IN, USA(3)
RiverGlass, Inc., Champaign, IL, USA(3)
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)(4)
2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)(2)
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)(2)
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)(2)
NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society(2)
IEEE(38)
Seoul, Korea (South)(4)
Budapest, Hungary(2)
Detroit, MI, USA(2)
Edmonton, AB, Canada(2)
Montreal, QC, Canada(2)
Natural Language(30)
Ontology Concepts(12)
Grain Size(11)
Membership Function(9)
Fuzzy Set(8)

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Conceptual defaults in fuzzy ontology

Julia M Taylor;Victor Raskin

2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS)

Year: 2016 | Conference Paper |

Cited by: Papers (3)

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The paper explores the fuzzy status of implicit information in natural language text, focusing on conceptual defaults, the routinely omitted information that readers/hearers equally routinely reconstruct. Making this information available to the natural language processing computer is essential, and fuzziness is a major issue. An analysis of 1,000 English sentences has demonstrated a diverse combi...Show More

Conceptual defaults in fuzzy ontology

Julia M Taylor;Victor Raskin

2016 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS)

Year: 2016 | Conference Paper |

Accessing implicit meaning: Towards computational ability to reconstruct textual omissions

Julia M. Taylor;Victor Raskin;Louis C. Hickman

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2016 | Conference Paper |

Cited by: Papers (1)

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This paper describes an early step in approaching implicit meaning computationally. It outlines various types of implicit meanings and then presents a method of finding the so called defaults - omissions that are universally reconstructable and, of course, interpretible without much additional reasoning. The defaults are analyzed on the example of the 1000 instances of TerminateLife events, and a ...Show More

Accessing implicit meaning: Towards computational ability to reconstruct textual omissions

Julia M. Taylor;Victor Raskin;Louis C. Hickman

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2016 | Conference Paper |

Using frame semantics in authorship attribution

Robert Hinh;Sangmi Shin;Julia Taylor

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2016 | Conference Paper |

Cited by: Papers (8)

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Authorship attribution is a stylometric technique that associates text to authors based on the type of writing styles. Researchers have looked for ways to analyze the context of these texts, in some cases with limited results. Most of the approaches view information at the syntactic and physical levels and tend to ignore information from the semantic levels. In this paper, we present a technique t...Show More

Using frame semantics in authorship attribution

Robert Hinh;Sangmi Shin;Julia Taylor

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2016 | Conference Paper |

Towards Computer Understanding of Direct Object Defaults

Tatiana R. Ringenberg;Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2015 IEEE International Conference on Systems, Man, and Cybernetics

Year: 2015 | Conference Paper |

Cited by: Papers (3)

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The paper addresses the phenomenon of direct object defaults in text as part of exploring the meaning of the unsaid and making it accessible for computer understanding. It describes a large but reasonably simple computer experiment on the basis of one hypothesis about defaults, namely, that a true default may appear as a direct object only if modified, e.g., Bob ate fresh food but? Bob ate food. T...Show More

Towards Computer Understanding of Direct Object Defaults

Tatiana R. Ringenberg;Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2015 IEEE International Conference on Systems, Man, and Cybernetics

Year: 2015 | Conference Paper |

Fuzzy lexical acquisition of adjectives

Louis Hickman;Julia Taylor;Victor Raskin

2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC)

Year: 2015 | Conference Paper |

Cited by: Papers (2)

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This paper details a method for detecting senses (meaning) of entries for an English lexicon. The examples are based on size adjectives within a semantic-based natural language processing system such as the Ontological Semantic Technology system described in [1] and developed and improved elsewhere [2]-[6]. The method attempts to calculate the approximate meaning of unknown words. For the describe...Show More

Fuzzy lexical acquisition of adjectives

Louis Hickman;Julia Taylor;Victor Raskin

2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC)

Year: 2015 | Conference Paper |

Comprehensive semantics in robotic intelligence and communication: Necessity and feasibility

Victor Raskin;Julia M. Taylor

2015 6th International Conference on Automation, Robotics and Applications (ICARA)

Year: 2015 | Conference Paper |

Cited by: Papers (2)

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The paper asserts the urgent need to semanticalize robotic intelligence and communication. It also circumscribes the volume of work that needs to be accomplished for the robot to approach the level of human understanding. Now, robotic intelligence is a specific part of artificial intelligence, and the need to semanticalize pertains to the whole field but the world of the robot seems “smaller,” and...Show More

Comprehensive semantics in robotic intelligence and communication: Necessity and feasibility

Victor Raskin;Julia M. Taylor

2015 6th International Conference on Automation, Robotics and Applications (ICARA)

Year: 2015 | Conference Paper |

Comparing machine and human ability to detect phishing emails

Gilchan Park;Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2014 | Conference Paper |

Cited by: Papers (8) | Patents (2)

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This paper compares the results of computer and human efforts to determine whether an email is legitimate or a phishing attempt. For this purpose, we have run two series of experiments, one for the computer and the other for human subjects. Both experiments addressed the same corpora, one of phishing emails, and the other of legitimate ones. Both the computer and human subjects were asked to detec...Show More

Comparing machine and human ability to detect phishing emails

Gilchan Park;Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2014 | Conference Paper |

Semantic anonymization of medical records

Tatiana R. Ringenberg;Julia M. Taylor

2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2014 | Conference Paper |

Cited by: Papers (2)

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In recent years, especially with the backing of HIPPA, anonymization of records became an increasing concern. Much research has been done in the area of anonymization of medical records. Anonymization is often based on generalizing, or removing, several fields which have been deemed identifiable. Little research has been done on anonymizing patient symptoms themselves. In this paper, we propose an...Show More

Semantic anonymization of medical records

Tatiana R. Ringenberg;Julia M. Taylor

2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2014 | Conference Paper |

Natural Multi-language Interaction between Firefighters and Fire Fighting Robots

Ji Hyeon Hong;Julia Taylor;Eric T. Matson

2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

Year: 2014 | Conference Paper |

Cited by: Papers (5)

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Due to rapid development of agent systems and robotics, more and more chances are available for humans to interact with agent-based robotic technology (e.g., Robotic vacuums, robotic surgery, etc.), this trend increases the importance of human-robot interaction including human-robot communication. For the robust human-robot communication, natural language processing (NLP) can be implemented, among...Show More

Natural Multi-language Interaction between Firefighters and Fire Fighting Robots

Ji Hyeon Hong;Julia Taylor;Eric T. Matson

2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

Year: 2014 | Volume: 3 | Conference Paper |

Towards a formal theory of social roles in cognitive computing and cognitive informatics

J. M. Taylor;V. Raskin

2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing

Year: 2014 | Conference Paper |

Cited by: Papers (2)

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This paper addresses the complicated issue of social roles in a formal theory of cognition as well as in the methodology and implementation of natural language meaning representation in various computational applications. We start with analyzing a specific set of operational and substantive difficulties encountered in processing social roles in computational semantics. While exemplified within a s...Show More

Towards a formal theory of social roles in cognitive computing and cognitive informatics

J. M. Taylor;V. Raskin

2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing

Year: 2014 | Conference Paper |

Fuzziness, uncertainty, vagueness, possibility, and probability in natural language

V. Raskin;J. M. Taylor

2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW)

Year: 2014 | Conference Paper |

Cited by: Papers (12)

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The paper reviews the status of fuzziness, vagueness, uncertainty, and probability in natural language with an emphasis on: aspects of natural language that pertain to each of the four phenomena; methods of their modeling and representation; computational treatment of these phenomena in natural language and information processing. The main thrust of the paper is the procedure for calculating the p...Show More

Fuzziness, uncertainty, vagueness, possibility, and probability in natural language

V. Raskin;J. M. Taylor

2014 IEEE Conference on Norbert Wiener in the 21st Century (21CW)

Year: 2014 | Conference Paper |

On Identifying Authors with Style

Lauren M. Stuart;Saltanat Tazhibayeva;Amy R. Wagoner;Julia M. Taylor

2013 IEEE International Conference on Systems, Man, and Cybernetics

Year: 2013 | Conference Paper |

Cited by: Papers (20)

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Stylometry is the quantified (often statistical) analysis of author style as a set of (usually morphosyntactic) features expressed in several documents by the author. The focus of this paper is a task to which stylometry is often applied: authorship attribution, the question of identifying or confirming the author of a text based on the known body of work. We analyze a feature set previously intro...Show More

On Identifying Authors with Style

Lauren M. Stuart;Saltanat Tazhibayeva;Amy R. Wagoner;Julia M. Taylor

2013 IEEE International Conference on Systems, Man, and Cybernetics

Year: 2013 | Conference Paper |

Style Features for Authors in Two Languages

Lauren M. Stuart;Saltanat Tazhibayeva;Amy R. Wagoner;Julia M. Taylor

2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

Year: 2013 | Conference Paper |

Cited by: Papers (4)

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Stylometry is the measurement of certain expressible features of writing style, and its uses include the characterization of authors for recognition in cases of text whose authorship is disputed or unknown. This work builds upon previous investigation into the success of a particular feature set on a particular corpus. We explore the creation and testing of a small corpus spanning multiple languag...Show More

Style Features for Authors in Two Languages

Lauren M. Stuart;Saltanat Tazhibayeva;Amy R. Wagoner;Julia M. Taylor

2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)

Year: 2013 | Volume: 1 | Conference Paper |

Natural language cognition of humor by humans and computers: A computational semantic approach

J. M. Taylor;V. Raskin

2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing

Year: 2013 | Conference Paper |

Cited by: Papers (5)

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This paper deals with a contribution of computational analysis of verbal humor to natural language cognition. After a brief introduction to the growing area of computational humor and of its roots in humor theories, it describes and compares the results of a human-subject and computer experiment. The specific interest is to compare how well the computer, equipped with the resources and methodologi...Show More

Natural language cognition of humor by humans and computers: A computational semantic approach

J. M. Taylor;V. Raskin

2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing

Year: 2013 | Conference Paper |

Is natural language ever really vague? A computational semantic view

Victor Raskin;Julia M. Taylor;Lauren M. Stuart

2013 IEEE International Conference on Cybernetics (CYBCO)

Year: 2013 | Conference Paper |

Cited by: Papers (7)

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The paper starts out with an observation that, in the domain of fuzzy logic, fuzzy sets, computing with words, etc., the charges from the outside that fuzziness equals probability are routinely and calmly rebuffed, but confusing fuzziness with vagueness has not been ultimately dealt with even inside the community. We leave completely aside the category of vagueness that is an artifact of approache...Show More

Is natural language ever really vague? A computational semantic view

Victor Raskin;Julia M. Taylor;Lauren M. Stuart

2013 IEEE International Conference on Cybernetics (CYBCO)

Year: 2013 | Conference Paper |

Computing with prepositions: Fuzzy semantics

J. M. Taylor;V. Raskin;L. M. Stuart

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

Year: 2013 | Conference Paper |

Cited by: Papers (3)

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Following the Computing With Words, in its wider sense, this paper examines the treatment of prepositions with fuzzy logic. In particular, the paper looks at the treatment of two prepositions, in and on, from both the theoretical perspective and that of a text sample analysis. We have shown that the fuzzy analysis of prepositional meaning is helpful for its formal and computational representation,...Show More

Computing with prepositions: Fuzzy semantics

J. M. Taylor;V. Raskin;L. M. Stuart

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

Year: 2013 | Conference Paper |

Computing with prepositions: Syntax

L. M. Stuart;J. M. Taylor;V. Raskin

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

Year: 2013 | Conference Paper |

Cited by: Papers (4)

HTML

Prepositional phrase attachment has been explored as a source of both ambiguity and (not unrelated) processing errors. To date, the approaches to resolve this problem in syntactic parsing have been crisp and/or probabilistic, though some approaches look promising for the integration of fuzzy processing. Prepositions, as function words, can be described in syntactic terms, but their interactions wi...Show More

Computing with prepositions: Syntax

L. M. Stuart;J. M. Taylor;V. Raskin

2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

Year: 2013 | Conference Paper |

Understanding and structuring NL descriptions: The case of 101 animals

Julia M. Taylor;Victor Raskin

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

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Our premise is that an intelligent system should be able to structure all the information that can be obtained from natural language text, and it should do it in such a manner that the structured information be useful for further processing. This paper presents an experiment in structuring information from the natural language incomplete descriptions of 101 animals collected from a children's dict...Show More

Understanding and structuring NL descriptions: The case of 101 animals

Julia M. Taylor;Victor Raskin

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

Towards noun-driven parsing

Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

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Natural language understanding systems are increasingly needed for intuitive, efficient interaction with large information stores. The object-centered nature of these stores - that they encode states, attributes, and relationships of objects - may not be best served by the current verb-driven syntactic paradigm. We develop a highly-parallelizable noun-driven syntax in response, and evaluate its pe...Show More

Towards noun-driven parsing

Lauren M. Stuart;Julia M. Taylor;Victor Raskin

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

Matching human understanding: Syntax and semantics revisited

Julia M. Taylor;Victor Raskin;Lauren M. Stuart

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

Cited by: Papers (3)

HTML

This paper revises the classic Ontological Semantics theory with regard to the output of the analyzer. We argue that it is not enough to produce semantic interpretation of text, and syntactic trees should serve not only as clues for semantic processing but also as an output in its own right. We show that it is useful to combine both results of syntactic and semantic processing in a single output w...Show More

Matching human understanding: Syntax and semantics revisited

Julia M. Taylor;Victor Raskin;Lauren M. Stuart

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

NL-based communication with firefighting robots

Ji Hyeon Hong;Byung-Cheol Min;Julia M. Taylor;Victor Raskin;Eric T. Matson

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

Cited by: Papers (16)

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Firefighters put themselves in harm's way while saving others and may even lose their lives in certain situations, such as toxic fumes, extreme heat, or inhaling smoke. In order to protect firefighters from the risks and, at the same time, to save others' lives, firefighting and firefighter assistant robots have been developed. This paper will compare different firefighting and firefighter assista...Show More

NL-based communication with firefighting robots

Ji Hyeon Hong;Byung-Cheol Min;Julia M. Taylor;Victor Raskin;Eric T. Matson

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Year: 2012 | Conference Paper |

Structuring information from natural language descriptions: Accounting for uncertainty

Julia M. Taylor;Victor Raskin

2012 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS)

Year: 2012 | Conference Paper |

Cited by: Papers (7)

HTML

In this paper, we report on a part of a large experiment in structuring information from natural language descriptions of animals from a children's dictionary. The structuring included the recognition and postulation of properties and capturing the is-a hierarchy from the descriptions. The material was taken from the 2007 edition of the American Heritage First Dictionary. We applied the methodolog...Show More

Structuring information from natural language descriptions: Accounting for uncertainty

Julia M. Taylor;Victor Raskin

2012 Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS)

Year: 2012 | Conference Paper |

Computing with nouns and verbs

Victor Raskin;Julia M. Taylor

2012 IEEE International Conference on Fuzzy Systems

Year: 2012 | Conference Paper |

Cited by: Papers (9)

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The paper makes a case for expanding the range of words that Computing With Words typically considers to, eventually, all the words in a natural language, thus accounting accurately for the inherent vagueness of natural language meaning and creating an overlap with computational semantics. The claim is illustrated with examples of a few English nouns and verbs rather than the usual adjectives and ...Show More

Computing with nouns and verbs

Victor Raskin;Julia M. Taylor

2012 IEEE International Conference on Fuzzy Systems

Year: 2012 | Conference Paper |

A natural language exchange model for enabling human, agent, robot and machine interaction

Eric T. Matson;Julia Taylor;Victor Raskin;Byung-Cheol Min;E. Cho Wilson

The 5th International Conference on Automation, Robotics and Applications

Year: 2011 | Conference Paper |

Cited by: Papers (30)

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Models of communications in heterogeneous systems support exchange between agents of different types. A key component is making the heterogeneous agents appear indistinguishable to and from each other in terms of language, to normalize communication. A goal is to act as an open system, where the agents can come and exit as needed by the requirements of the overall goal of the system. The main goal...Show More

A natural language exchange model for enabling human, agent, robot and machine interaction

Eric T. Matson;Julia Taylor;Victor Raskin;Byung-Cheol Min;E. Cho Wilson

The 5th International Conference on Automation, Robotics and Applications

Year: 2011 | Conference Paper |

From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System

Julia M. Taylor;Victor Raskin;Christian F. Hempelmann

2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology

Year: 2011 | Conference Paper |

Cited by: Papers (27)

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The paper describes a semi-automatic method of identifying common-sense knowledge by running an ontological semantic system and focusing on its failures to interpret sentences that a human is not challenged by. Without common-sense knowledge, "He put a banana in his trunk" produces 6 representations, corresponding to 6 senses of "trunk" recorded in the lexicon and anchored in different ontological...Show More

From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System

Julia M. Taylor;Victor Raskin;Christian F. Hempelmann

2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology

Year: 2011 | Volume: 1 | Conference Paper |

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