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CIKM
2011
Springer
12 years 7 months ago
Joint inference for cross-document information extraction
Previous information extraction (IE) systems are typically organized as a pipeline architecture of separated stages which make independent local decisions. When the data grows bey...
Qi Li, Sam Anzaroot, Wen-Pin Lin, Xiang Li, Heng J...
MVA
1990
143views Computer Vision» more  MVA 1990»
13 years 9 months ago
Multiresolution Pyramid Architectures for Real-Time Motion Analysis
Multiresolution pyramid techniques can improve the efficiency of basic vision algorithms by orders of magnitude. They will be key to developing practical vision systems to perform...
Peter J. Burt
ANLP
2000
81views more  ANLP 2000»
13 years 9 months ago
Experimenting with the Interaction between Aggregation and Text Structuring
In natural language generation, different generation tasks often interact with each other in a complex way, which is hard to capture in the pipeline architecture described by Reit...
Hua Cheng
IJCAI
2001
13 years 9 months ago
Dealing with Dependencies between Content Planning and Surface Realisation in a Pipeline Generation Architecture
The majority of existing language generation systems have a pipeline architecture which offers efficient sequential execution of modules, but does not allow decisions about text c...
Kalina Bontcheva, Yorick Wilks
EMNLP
2006
13 years 9 months ago
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines
The end-to-end performance of natural language processing systems for compound tasks, such as question answering and textual entailment, is often hampered by use of a greedy 1-bes...
Jenny Rose Finkel, Christopher D. Manning, Andrew ...