Machine learning for information extraction in informal domains

Machine Learning for Information Extraction in Informal Domains

Machine Learning - Special issue on information retrieval

Reconciling schemas of disparate data sources: a machine-learning approach

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Outlier finding: focusing user attention on possible errors

Proceedings of the 14th annual ACM symposium on User interface software and technology

Learning to Match the Schemas of Data Sources: A Multistrategy Approach

Machine Learning

Selecting a Relevant Set of Examples to Learn IE-Rules

Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems

Discovering informative content blocks from Web documents

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

A System for Building Intelligent Agents that Learn to Retrieve and Extract Information

User Modeling and User-Adapted Interaction

Intelligent Web agents that learn to retrieve and extract information

Intelligent exploration of the web

Bootstrapping an ontology-based information extraction system

Intelligent exploration of the web

Learning Rules for Conceptual Structure on the Web

Journal of Intelligent Information Systems

A portable method for acquiring information extraction patterns without annotated corpora

Natural Language Engineering

Learning rules for information extraction

Natural Language Engineering

Cluster-based find and replace

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Semantic-integration research in the database community

AI Magazine - Special issue on semantic integration

Evaluating machine learning for information extraction

ICML '05 Proceedings of the 22nd international conference on Machine learning

Learning IE rules for a set of related concepts

ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7

Generating extraction patterns from a large semantic network and an untagged corpus

SEMANET '02 Proceedings of the 2002 workshop on Building and using semantic networks - Volume 11

Adaptive information extraction

ACM Computing Surveys (CSUR)

eTuner: tuning schema matching software using synthetic scenarios

The VLDB Journal — The International Journal on Very Large Data Bases

Incorporating non-local information into information extraction systems by Gibbs sampling

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics

Composition of conditional random fields for transfer learning

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing

Automatising the learning of lexical patterns: An application to the enrichment of WordNet by extracting semantic relationships from Wikipedia

Data & Knowledge Engineering

Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data

The Journal of Machine Learning Research

Piecewise pseudolikelihood for efficient training of conditional random fields

Proceedings of the 24th international conference on Machine learning

An automatic approach to construct domain-specific web portals

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

Overview and semantic issues of text mining

ACM SIGMOD Record

Adapting svm for data sparseness and imbalance: A case study in information extraction

Natural Language Engineering

Four Heads Are Better than One: Combining Suggestions for Case Adaptation

ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development

Bayesian information extraction network

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Cerno: Light-weight tool support for semantic annotation of textual documents

Data & Knowledge Engineering

Piecewise training for structured prediction

Machine Learning

Using uneven margins SVM and perceptron for information extraction

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

Adaptive information extraction: core technologies for information agents

Intelligent information agents

Classification based automatic information extraction system from free text

ACELAE'11 Proceedings of the 10th WSEAS international conference on communications, electrical & computer engineering, and 9th WSEAS international conference on Applied electromagnetics, wireless and optical communications

A hybrid named entity recognizer for Turkish

Expert Systems with Applications: An International Journal

Information extraction from semi-structured web documents

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management

Instance pruning by filtering uninformative words: an information extraction case study

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing

A machine learning approach to information extraction

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing

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

Understanding script-based stories using commonsense reasoning

Cognitive Systems Research