A Winnow-Based Approach to Context-Sensitive Spelling Correction
Machine Learning - Special issue on natural language learning
Scaling question answering to the Web
Proceedings of the 10th international conference on World Wide Web
Exploiting redundancy in question answering
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
On the MSE robustness of batching estimators
Proceedings of the 33nd conference on Winter simulation
Automatic Rule Acquisition for Spelling Correction
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Combining Trigram-based and feature-based methods for context-sensitive spelling correction
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
HLT '01 Proceedings of the first international conference on Human language technology research
Scaling to very very large corpora for natural language disambiguation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Using the web to overcome data sparseness
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Learning non-taxonomic relationships from web documents for domain ontology construction
Data & Knowledge Engineering
Esfinge: a question answering system in the web using the web
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
HIT-WSD: using search engine for multilingual Chinese-English lexical sample task
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Seeking Acronym Definitions: a Web-based Approach
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Updating a name tagger using contemporary unlabeled data
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Seeking Acronym Definitions: a Web-based Approach
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Computing Knowledge-Based Semantic Similarity from the Web: An Application to the Biomedical Domain
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
A methodology to learn ontological attributes from the Web
Data & Knowledge Engineering
Ontology-driven web-based semantic similarity
Journal of Intelligent Information Systems
An ontology-based measure to compute semantic similarity in biomedicine
Journal of Biomedical Informatics
Automatic extraction of acronym definitions from the Web
Applied Intelligence
20th century esfinge (sphinx) solving the riddles at CLEF 2005
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Learning relation axioms from text: An automatic Web-based approach
Expert Systems with Applications: An International Journal
Two web-based approaches for noun sense disambiguation
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
First evaluation of esfinge: a question answering system for portuguese
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Topological map induction using neighbourhood information of places
Autonomous Robots
Question answering beyond CLEF document collections
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
An automatic approach for ontology-based feature extraction from heterogeneous textualresources
Engineering Applications of Artificial Intelligence
Hi-index | 0.00 |
We can still create computer programs displaying only the most rudimentary natural language processing capabilities. One of the greatest barriers to advanced natural language processing is our inability to overcome the linguistic knowledge acquisition bottleneck. In this paper, we describe recent work in a number of areas, including grammar checker development, automatic question answering, and language modeling, where state of the art accuracy is achieved using very simple methods whose power comes entirely from the plethora of text currently available to these systems, as opposed to deep linguistic analysis or the application of state of the art machine learning techniques. This suggests that the field of NLP might benefit by concentrating less on technology development and more on data acquisition.