mixedemotions/16_suggestion_mining_nuig
mixedemotions
Suggestion detection in english text
下载次数: 0状态：社区镜像维护者：mixedemotions仓库类型：镜像最近更新：8 年前
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Please find the module at: https://hub.docker.com/r/sapnanegi/16_suggestion_mining_nuig/ Latest stable version (Tag name): 1.0.0-python3.5
This module takes in a sentence or a tweet and predicts if it contains a suggestion or not. The source code can be found here: https://github.com/MixedEmotions/NUIG-suggestion
At the core of the module, there is a sentence and short text (tweet) ***ary classifier, which is trained in manually labeled datasets. The classifier uses a neural network based algorithm for training (Long short term memory networks).
Commands to launch: docker pull mixedemotions/16_suggestion_mining_nuig docker run --rm -p 8016:5000 -ti mixedemotions/16_suggestion_mining_nuig:1.0.0-python3.5
Expected input: a sentence, or a tweet. Example: [***]
Expected output: { "@context": "[]", "@id": ":Results.3165457", "@type": "results", "analysis": [ "SuggestionMiningDL" ], "entries": [ { "@id": ":Entry.3433897", "@type": "entry", "emotions": [], "entities": [], "nif:isString": "you better go and spook yourself", "sentiments": [], "suggestions": [ { "@id": ":Suggestion.3434868", "@type": "suggestion", "hasSuggestion": true, "nif:anchorOf": "you better go and spook yourself", "nif:beginIndex": 0, "nif:endIndex": 48 } ], "topics": [] } ] }
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