[PDF][PDF] Shallow parsing with conditional random fields
Conditional random fields for sequence labeling offer advantages over both generative
models like HMMs and classifiers applied at each sequence position. Among sequence …
models like HMMs and classifiers applied at each sequence position. Among sequence …
Introduction to the special issue on memory-based language processing
W Daelemans - Journal of Experimental & Theoretical Artificial …, 1999 - Taylor & Francis
Memory-based language processing (MBLP) views language processing as being based on
the direct reuse of previous experience rather than on the use of rules or other structures …
the direct reuse of previous experience rather than on the use of rules or other structures …
[图书][B] Parallel genetic algorithms: Theory and real world applications
This book is the result of several years of research trying to better characterize parallel
genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers …
genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers …
[PDF][PDF] The MediaMill TRECVID 2006 semantic video search engine
In this paper we describe our TRECVID 2005 experiments. The UvA-MediaMill team
participated in four tasks. For the detection of camera work (runid: A CAM) we investigate the …
participated in four tasks. For the detection of camera work (runid: A CAM) we investigate the …
Adding semantics to detectors for video retrieval
In this paper, we propose an automatic video retrieval method based on high-level concept
detectors. Research in video analysis has reached the point where over 100 concept …
detectors. Research in video analysis has reached the point where over 100 concept …
Recycling translations: Extraction of lexical data from parallel corpora and their application in natural language processing
J Tiedemann - 2003 - diva-portal.org
Abstract Tiedemann, J. 2003. Recycling Translations. Extraction of Lexical Data from
Parallel Corpora and their Application in Natural Language Processing. Acta Universitatis …
Parallel Corpora and their Application in Natural Language Processing. Acta Universitatis …
[PDF][PDF] Introduction to the special issue on machine learning approaches to shallow parsing
J Hammerton, M Osborne, S Armstrong… - Journal of machine …, 2002 - jmlr.org
This article introduces the problem of partial or shallow parsing (assigning partial syntactic
structure to sentences) and explains why it is an important natural language processing …
structure to sentences) and explains why it is an important natural language processing …
Robust and efficient multiclass SVM models for phrase pattern recognition
Phrase pattern recognition (phrase chunking) refers to automatic approaches for identifying
predefined phrase structures in a stream of text. Support vector machines (SVMs)-based …
predefined phrase structures in a stream of text. Support vector machines (SVMs)-based …
Voting between multiple data representations for text chunking
H Shen, A Sarkar - Advances in Artificial Intelligence: 18th Conference of …, 2005 - Springer
This paper considers the hypothesis that voting between multiple data representations can
be more accurate than voting between multiple learning models. This hypothesis has been …
be more accurate than voting between multiple learning models. This hypothesis has been …
[PDF][PDF] Automatic Sentence Simplification for Subtitling in Dutch and English.
W Daelemans, A Höthker, EFTK Sang - LREC, 2004 - lrec-conf.org
We describe ongoing work on sentence summarization in the European MUSA project and
the Flemish ATraNoS project. Both projects aim at automatic generation of TV subtitles for …
the Flemish ATraNoS project. Both projects aim at automatic generation of TV subtitles for …