Active Learning for Natural Language Parsing and Information Extraction

Learning for semantic interpretation: scaling up without dumbing down

Learning language in logic

Machine learning and inductive logic programming for multi-agent systems

Mutli-agents systems and applications

Unsupervised Learning of Word Segmentation Rules with Genetic Algorithms and Inductive Logic Programming

Machine Learning

Machine Learning and Inductive Logic Programming for Multi-agent Systems

EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications

Accurately and reliably extracting data from the Web: a machine learning approach

Intelligent exploration of the web

A selective sampling approach to active feature selection

Artificial Intelligence

Using machine learning to maintain rule-based named-entity recognition and classification systems

ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics

Active learning for statistical natural language parsing

ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics

An empirical study of active learning with support vector machines for Japanese word segmentation

ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics

Example selection for bootstrapping statistical parsers

NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1

Mining knowledge from text using information extraction

ACM SIGKDD Explorations Newsletter - Natural language processing and text mining

Sample Selection for Statistical Parsing

Computational Linguistics

Towards translingual information access using portable information extraction

NAACL-ANLP-EMTS '00 Proceedings of the 2000 NAACL-ANLP Workshop on Embedded machine translation systems - Volume 5

Sample selection for statistical grammar induction

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

On minimizing training corpus for parser acquisition

ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7

Active learning for HPSG parse selection

CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4

OLLIE: on-line learning for information extraction

SEALTS '03 Proceedings of the HLT-NAACL 2003 workshop on Software engineering and architecture of language technology systems - Volume 8

Virtual examples for text classification with Support Vector Machines

EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing

Adaptive information extraction

ACM Computing Surveys (CSUR)

Document annotation by active learning techniques

Proceedings of the 2006 ACM symposium on Document engineering

An active approach to spoken language processing

ACM Transactions on Speech and Language Processing (TSLP)

The reusability of induced knowledge for the automatic semantic markup of taxonomic descriptions

Journal of the American Society for Information Science and Technology

Combining Information Extraction Systems Using Voting and Stacked Generalization

The Journal of Machine Learning Research

Multi-criteria-based active learning for named entity recognition

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics

An empirical study of the behavior of active learning for word sense disambiguation

HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics

Corrective feedback and persistent learning for information extraction

Artificial Intelligence

SPHINX: Schema integration by example

Journal of Intelligent Information Systems

Mining relational data from text: From strictly supervised to weakly supervised learning

Information Systems

Active learning and logarithmic opinion pools for hpsg parse selection

Natural Language Engineering

Book review:

Computational Linguistics

Improving supervised learning performance by using fuzzy clustering method to select training data

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Fuzzy theory and technology with applications

Information Extraction

Foundations and Trends in Databases

Uncertainty sampling-based active learning for protein-protein interaction extraction from biomedical literature

Expert Systems with Applications: An International Journal

Address standardization with latent semantic association

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Accelerating the annotation of sparse named entities by dynamic sentence selection

BioNLP '08 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing

An intrinsic stopping criterion for committee-based active learning

CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning

Active learning with sampling by uncertainty and density for word sense disambiguation and text classification

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1

Towards translingual information access using portable information extraction

EmbedMT '00 ANLP-NAACL 2000 Workshop: Embedded Machine Translation Systems

Confidence estimation for information extraction

HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers

MMR-based active machine learning for bio named entity recognition

NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers

Reducing labeling effort for structured prediction tasks

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Active algorithm selection

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

Active learning for pipeline models

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Active Zipfian sampling for statistical parser training

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers

Acquiring word-meaning mappings for natural language interfaces

Journal of Artificial Intelligence Research

Active learning with multiple views

Journal of Artificial Intelligence Research

Improving author coreference by resource-bounded information gathering from the web

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Building a semantically annotated corpus of clinical texts

Journal of Biomedical Informatics

Collaborative text-annotation resource for disease-centered relation extraction from biomedical text

Journal of Biomedical Informatics

A two-stage method for active learning of statistical grammars

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Corrective feedback and persistent learning for information extraction

Artificial Intelligence

Comparative experiments on learning information extractors for proteins and their interactions

Artificial Intelligence in Medicine

A second language acquisition model using example generalization and concept categories

PMHLA '05 Proceedings of the Workshop on Psychocomputational Models of Human Language Acquisition

Investigating the effects of selective sampling on the annotation task

CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning

An improved sample selection algorithm in fuzzy decision tree induction

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Confidence-based stopping criteria for active learning for data annotation

ACM Transactions on Speech and Language Processing (TSLP)

Automatic hidden-web table interpretation by sibling page comparison

ER'07 Proceedings of the 26th international conference on Conceptual modeling

Automatic feeding of an innovation knowledge base using a semantic representation of field knowledge

OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I

Phrase-based statistical language generation using graphical models and active learning

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics

Using variance as a stopping criterion for active learning of frame assignment

ALNLP '10 Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural Language Processing

Automatic rule refinement for information extraction

Proceedings of the VLDB Endowment

Initial training data selection for active learning

Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication

Automatic rule learning exploiting morphological features for named entity recognition in Turkish

Journal of Information Science

Margin-Based active learning for structured output spaces

ECML'06 Proceedings of the 17th European conference on Machine Learning

Uncertainty-based active learning with instability estimation for text classification

ACM Transactions on Speech and Language Processing (TSLP)

Active learning with semi-automatic annotation for extractive speech summarization

ACM Transactions on Speech and Language Processing (TSLP)

An overview and classification of adaptive approaches to information extraction

Journal on Data Semantics IV

Using a partially annotated corpus to build a dependency parser for japanese

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing

Active surveying: a probabilistic approach for identifying key opinion leaders

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Hybrid active learning for reducing the annotation effort of operators in classification systems

Pattern Recognition

Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS

Information Sciences: an International Journal

Cost-sensitive active learning for computer-assisted translation

Pattern Recognition Letters