Backpropagation: the basic theory
Backpropagation
Recognizing text genres with simple metrics using discriminant analysis
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Integrating automatic genre analysis into digital libraries
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Automatic recognition of distinguishing negative indirect history language in judicial opinions
Proceedings of the tenth international conference on Information and knowledge management
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Text genre classification with genre-revealing and subject-revealing features
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Enhancing Text Retrieval by Using Advanced Stylistic Techniques
Journal of Intelligent and Robotic Systems
Augmenting Naive Bayes Classifiers with Statistical Language Models
Information Retrieval
Introduction to the special issue on the web as corpus
Computational Linguistics - Special issue on web as corpus
Automatic text categorization in terms of genre and author
Computational Linguistics
Architectural elements of language engineering robustness
Natural Language Engineering
A probabilistic genre-independent model of pronominalization
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Exploring the use of linguistic features in domain and genre classification
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Role of verbs in document analysis
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Text genre detection using common word frequencies
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Mining and summarizing customer reviews
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
Activity detection for information access to oral communication
HLT '01 Proceedings of the first international conference on Human language technology research
Language and task independent text categorization with simple language models
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Multiple sets of features for automatic genre classification of web documents
Information Processing and Management: an International Journal
Segmenting documents by stylistic character
Natural Language Engineering
Computational Linguistics
A corpus study of evaluative and speculative language
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
The form is the substance: classification of genres in text
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
Thumbs up?: sentiment classification using machine learning techniques
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Question terminology and representation for question type classification
COMPUTERM '02 COLING-02 on COMPUTERM 2002: second international workshop on computational terminology - Volume 14
Learning to disambiguate potentially subjective expressions
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Learning subjective nouns using extraction pattern bootstrapping
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Learning extraction patterns for subjective expressions
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Towards practical genre classification of web documents
Proceedings of the 15th international conference on World Wide Web
Getting work done on the web: supporting transactional queries
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Extracting key-substring-group features for text classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Orthographic Errors in Web Pages: Toward Cleaner Web Corpora
Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Navigating the intranet with high precision
Proceedings of the 16th international conference on World Wide Web
Implementing a characterization of genre for automatic genre identification of web pages
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
A fact/opinion classifier for news articles
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Filtering product reviews from web search results
Proceedings of the 2007 ACM symposium on Document engineering
Zero, single, or multi? Genre of web pages through the users' perspective
Information Processing and Management: an International Journal
Flexible document categorisation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Chat mining: Predicting user and message attributes in computer-mediated communication
Information Processing and Management: an International Journal
A machine learning approach to reading level assessment
Computer Speech and Language
Fast logistic regression for text categorization with variable-length n-grams
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
The Multidisciplinary Facets of Research on Humour
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Automatic Extraction of Pedagogic Metadata from Learning Content
International Journal of Artificial Intelligence in Education
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
Characterizing Humour: An Exploration of Features in Humorous Texts
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
A survey on sentiment detection of reviews
Expert Systems with Applications: An International Journal
Is Web Genre Identification Feasible?
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Learning to recognize webpage genres
Information Processing and Management: an International Journal
An attempt to use weighted cusums to identify sublanguages
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
A machine learning approach to sentiment analysis in multilingual Web texts
Information Retrieval
Unsupervised activity recognition using automatically mined common sense
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Classifying factored genres with part-of-speech histograms
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
Unsupervised anomaly detection
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Effectiveness of web search results for genre and sentiment classification
Journal of Information Science
Genre distinctions for discourse in the Penn TreeBank
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Multiple sets of features for automatic genre classification of web documents
Information Processing and Management: an International Journal
Searching documents based on relevance and type
ECIR'07 Proceedings of the 29th European conference on IR research
Automatic classification of web search results: product review vs. non-review documents
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Searching for ground truth: a stepping stone in automating genre classification
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
Automatic genre classification by using co-training
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Fine-grained genre classification using structural learning algorithms
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Cuisine: Classification using stylistic feature sets and-or name-based feature sets
Journal of the American Society for Information Science and Technology
We're not in Kansas anymore: detecting domain changes in streams
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Automatic acquisition of lexical formality
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Cybergenre: automatic identification of home pages on the web
Journal of Web Engineering
Genre classification in automated ingest and appraisal metadata
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
Creating subjective and objective sentence classifiers from unannotated texts
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Chat mining for gender prediction
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Automatic turkish text categorization in terms of author, genre and gender
NLDB'06 Proceedings of the 11th international conference on Applications of Natural Language to Information Systems
Automatic genre identification: towards a flexible classification scheme
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
Sentiment detection with auxiliary data
Information Retrieval
Cross-lingual genre classification
EACL '12 Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Classifying websites into non-topical categories
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Proceedings of the 10th International Cross-Disciplinary Conference on Web Accessibility
Recognition of word collocation habits using frequency rank ratio and inter-term intimacy
Expert Systems with Applications: An International Journal
Classifying the socio-situational settings of transcripts of spoken discourses
Speech Communication
Hi-index | 0.00 |
As the text databases available to users become larger and more heterogeneous, genre becomes increasingly important for computational linguistics as a complement to topical and structural principles of classification. We propose a theory of genres as bundles of facets, which correlate with various surface cues, and argue that genre detection based on surface cues is as successful as detection based on deeper structural properties.