Inducing Features of Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature selection, perceptron learning, and a usability case study for text categorization
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Information extraction from HTML: application of a general machine learning approach
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Learning Information Extraction Rules for Semi-Structured and Free Text
Machine Learning - Special issue on natural language learning
Learning dictionaries for information extraction by multi-level bootstrapping
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Maximum Entropy Markov Models for Information Extraction and Segmentation
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Relational learning techniques for natural language information extraction
Relational learning techniques for natural language information extraction
A maximum entropy approach to named entity recognition
A maximum entropy approach to named entity recognition
Unsupervised discovery of scenario-level patterns for Information Extraction
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
Description of the UMass system as used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
Adaptive information extraction from text by rule induction and generalisation
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Relational learning via propositional algorithms: an information extraction case study
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Automatic document metadata extraction using support vector machines
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Automatic extraction of titles from general documents using machine learning
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Closing the gap: learning-based information extraction rivaling knowledge-engineering methods
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Proceedings of the 3rd international conference on Knowledge capture
Named entity recognition with a maximum entropy approach
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Adaptive information extraction
ACM Computing Surveys (CSUR)
Finding advertising keywords on web pages
Proceedings of the 15th international conference on World Wide Web
Automatic extraction of titles from general documents using machine learning
Information Processing and Management: an International Journal
Information extraction from single and multiple sentences
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Hierarchical, perceptron-like learning for ontology-based information extraction
Proceedings of the 16th international conference on World Wide Web
ARE: instance splitting strategies for dependency relation-based information extraction
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Automated data extraction from the web with conditional models
International Journal of Business Intelligence and Data Mining
Adapting svm for data sparseness and imbalance: A case study in information extraction
Natural Language Engineering
Using conditional random fields for result identification in biomedical abstracts
Integrated Computer-Aided Engineering
Self-similarity Clustering Event Detection Based on Triggers Guidance
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Using uneven margins SVM and perceptron for information extraction
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Expert Systems with Applications: An International Journal
Combining relations for information extraction from free text
ACM Transactions on Information Systems (TOIS)
Fuzzy pattern rule induction for information extraction
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Automatic rule learning exploiting morphological features for named entity recognition in Turkish
Journal of Information Science
Boundary detection of multiple related temporal duration of schedules in email
Proceedings of the sixth international conference on Knowledge capture
Peeling back the layers: detecting event role fillers in secondary contexts
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Chinese noun phrase metaphor recognition with maximum entropy approach
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Incremental information extraction using tree-based context representations
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
iASA: learning to annotate the semantic web
Journal on Data Semantics IV
An overview and classification of adaptive approaches to information extraction
Journal on Data Semantics IV
SVM based learning system for information extraction
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Bootstrapped training of event extraction classifiers
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Adapting domain ontology for personalized knowledge search and recommendation
Information and Management
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In this paper, we present a classification-based approach towards single-slot as well as multi-slot information extraction (IE). For single-slot IE, we worked on the domain of Seminar Announcements, where each document contains information on only one seminar. For multi-slot IE, we worked on the domain of Management Succession. For this domain, we restrict ourselves to extracting information sentence by sentence, in the same way as (Soderland 1999). Each sentence can contain information on several management succession events. By using a classification approach based on a maximum entropy framework, our system achieves higher accuracy than the best previously published results in both domains.