Information extraction and text summarization using linguistic knowledge acquisition
Information Processing and Management: an International Journal
Concurrent, object-oriented natural language parsing: the ParseTalk model
International Journal of Human-Computer Studies - Special issue: object-oriented approaches in artificial intelligence and human-computer interaction
The ups and downs of lexical acquisition
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
An empirical study of automated dictionary construction for information extraction in three domains
Artificial Intelligence - Special volume on empirical methods
Using Decision Trees to Construct a Practical Parser
Machine Learning - Special issue on natural language learning
Data & Knowledge Engineering - Special issue on NLDB '99: applications of natural language to information systems
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Building a large annotated corpus of English: the penn treebank
Computational Linguistics - Special issue on using large corpora: II
Bagging and boosting a treebank parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
An empirical assessment of semantic interpretation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
A syntax-based part-of-speech analyser
EACL '95 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics
MindNet: acquiring and structuring semantic information from text
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A text understander that learns
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Morphological rule induction for terminology acquistion
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Experiments in automated lexicon building for text searching
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
The Acquisition of Common Sense Knowledge by Being Told: An Application of NLP to Itself
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
On the need to bootstrap ontology learning with extraction grammar learning
ICCS'05 Proceedings of the 13th international conference on Conceptual Structures: common Semantics for Sharing Knowledge
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We introduce a dual-use methodology for automating the maintenance and growth of two types of knowledge sources, which are crucial for natural language text understanding-background knowledge of the underlying domain and linguistic knowledge about the lexicon and the grammar of the underlying natural language. A particularity of this approach is that learning occurs simultaneously with the on-going text understanding process. The knowledge assimilation process is centered around the linguistic and conceptual 'quality' of various forms of evidence underlying the generation, assessment and on-going refinement of lexical and concept hypotheses. On the basis of the strength of evidence, hypotheses are ranked according to qualitative plausibility criteria, and the most reasonable ones are selected for assimilation into the already given lexical class hierarchy and domain ontology.