sentiment-bilingual's Introduction
================================================================================ =============================== README GUIDE =================================== ================================================================================ Configurable input parameters to CRF system are: 1) To use Shared or Independent features. Param (flag) is: - SHARE_FEATURES (SHARE_FEATURES = true means feature-sharing; SHARE_FEATURES = false, which is a default value, means there is no feature-sharing) to enable it, just add flagSet.add("SHARE_FEATURES"); so as the flags in 2.1 and 3. 2) To use embedding or no embedding. Param is: - TargetSentimentGlobal.ENABLE_WORD_EMBEDDING = true/false 2.1) If embedding *is* used, then the relevant params are: - USE_UNKNOWN (USE_UNKNOWN = true means to use word vector corresponding to "</s>" in embedding file when input word is not found in vocabulary) - ALLOW_MIXCASE_EMBEDDING (ALLOW_MIXCASE_EMBEDDING = true means to make input-word to lowercase when consulting word vector from embedding file; hint: if all words in embedding file are in lower-case, then set ALLOW_MIXCASE_EMBEDDING to true) - APPEND_SUFFIX (APPEND_SUFFIX = true means to append suffix to input-word when consulting word vector from embedding file; hint: if embedding file uses suffix then APPEND_SUFFIX should be set to true) 3) To train using only target language data (translated from source language) while ignoring source language training data. Param is: - ONLY_TARGET_LANG (ONLY_TARGET_LANG = true means to train strictly using only the translated target language data) 4) To using bilingual setting, set lang = "bilingual_es2en"; es is the source language, en is the target language. ================================================================================
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