Semantically motivated subcategorization acquisition

Authors:
Anna Korhonen
Affiliations:
University of Cambridge, Cambridge, UK
Venue:
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Year:
2002

Citing 13
Cited 14

Statistical parsing of messages

HLT '90 Proceedings of the workshop on Speech and Natural Language
Foundations of statistical natural language processing

Foundations of statistical natural language processing
Large-Scale Dictionary Construction for ForeignLanguage Tutoring and Interlingual Machine Translation

Machine Translation
From grammar to lexicon: unsupervised learning of lexical syntax

Computational Linguistics - Special issue on using large corpora: II
Automatic extraction of subcategorization from corpora

ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Investigating regular sense extensions based on intersective Levin classes

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
The derivation of a grammatically indexed lexicon from the Longman Dictionary of Contemporary English

ACL '87 Proceedings of the 25th annual meeting on Association for Computational Linguistics
Automatic acquisition of a large subcategorization dictionary from corpora

ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
An empirical study of smoothing techniques for language modeling

ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Comlex Syntax: building a computational lexicon

COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Automatic extraction of subcategorization frames for Czech

COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Statistical filtering and subcategorization frame acquisition

EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Using semantically motivated estimates to help subcategorization acquisition

EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13

Generalised PP-attachment disambiguation using corpus-based linguistic diagnostics

EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Assigning verbs to semantic classes via WordNet

SEMANET '02 Proceedings of the 2002 workshop on Building and using semantic networks - Volume 11
On the robustness of entropy-based similarity measures in evaluation of subcategorization acquisition systems

COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
The Notion of Argument in Prepositional Phrase Attachment

Computational Linguistics
Finding predominant word senses in untagged text

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Towards a semantic classification of Spanish verbs based on subcategorisation information

ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
A general feature space for automatic verb classification

Natural Language Engineering
A method of creating new valency entries

Machine Translation
A corpus-based analysis of argument realization by preposition structures

Natural Language Engineering
Bengali verb subcategorization frame acquisition: a baseline model

ALR7 Proceedings of the 7th Workshop on Asian Language Resources
Supervised learning of a probabilistic lexicon of verb semantic classes

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A method of creating new bilingual valency entries using alternations

MLR '04 Proceedings of the Workshop on Multilingual Linguistic Ressources
Unsupervised learning of verb argument structures

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
A computational model of logical metonymy

ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2

Quantified Score

Hi-index	0.00

Visualization

Abstract

Automatic acquisition of subcategorization lexicons from textual corpora has become increasingly popular. Although this work has met with some success, resulting lexicons indicate a need for greater accuracy. One significant source of error lies in the process of hypothesis selection which is used for removing noise from automatically acquired subcategorization frames (SCFs). In this paper we describe a more accurate semantically-driven approach to hypothesis selection which can be used to improve large-scale SCF acquisition.