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ChemXSeer Tagger 2.0 uses the Conditional Random Fields implementation provided in Mallet [27] to identify chemical entities in the CHEMDNER corpus.
The fields implementation uses generalized cross validation to obtain an estimate of the noise-level in the data and find an optimal smoothing parameter.
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The field implementation was undertaken by leading national non-profit organizations (referred to as implementing partners – IPs) across Pakistan.
The next step, once the testing phase is complete, is full-field implementation of these new techniques.
Edward Millard, acting director for Asia-Pacific in the Rainforest Alliance's field implementation group, says: "Any breach of local laws or non-compliance of the standards of the Sustainable Agriculture Network, which are the basis of Rainforest Alliance certification, are investigated immediately and appropriate action is taken, up to and including decertification of farms.
Implications for field implementation are discussed.
Third, constant field monitoring and accurate field implementation are crucial.
The methods are theoretically rigorous, numerically efficient, and practical for field implementation.
Open image in new window Fig. 14 Process leading to field implementation of new anchorage systems.
This type of agency buy-in is critical for field implementation of law enforcement aids.
Requiring high computation times makes optimal solution impractical at field implementation.
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