資源簡介
Attention-based LSTM for Aspect-level Sentiment Classification 論文代碼
作者: Yequan Wang Minlie Huang Li Zhao Xiaoyan ZHu
代碼片段和文件信息
import?numpy?as?np
import?theano
class?Sentence(object):
????“““docstring?for?sentence“““
????def?__init__(self?content?target?rating?grained):
????????self.content?self.target?=?content.lower()?target
????????self.solution?=?np.zeros(grained?dtype=theano.config.floatX)
????????self.senlength?=?len(self.content.split(‘?‘))
????????try:
????????????self.solution[int(rating)+1]?=?1
????????except:
????????????exit()
????def?stat(self?target_dict?wordlist?grained=3):
????????data?data_target?i?=?[]?[]?0
????????solution?=?np.zeros((self.senlength?grained)?dtype=theano.config.floatX)
????????for?word?in?self.content.split(‘?‘):
????????????data.append(wordlist[word])
????????????try:
????????????????pol?=?Lexicons_dict[word]
????????????????solution[i][pol+
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件??????48547??2016-05-25?09:53??atae-lstm\data\dev.cor
?????文件?????525789??2016-12-13?10:19??atae-lstm\data\glove.840B.300d.txt
?????文件??????93315??2016-05-25?09:52??atae-lstm\data\test.cor
?????文件?????278874??2016-05-25?09:53??atae-lstm\data\train.cor
?????文件???????4166??2016-12-13?10:13??atae-lstm\DataManager.py
?????文件???????3241??2016-12-13?10:13??atae-lstm\Evaluator.py
?????文件???????6977??2016-12-13?10:21??atae-lstm\lstm_att_con.py
?????文件???????4412??2016-12-13?10:22??atae-lstm\main.py
?????文件????????989??2016-12-05?10:41??atae-lstm\Optimizer.py
?????文件????????318??2016-12-13?10:31??atae-lstm\ReadME.md
?????文件???????1760??2016-12-13?10:15??atae-lstm\WordLoader.py
?????目錄??????????0??2016-12-13?10:18??atae-lstm\data
?????目錄??????????0??2016-12-13?10:05??atae-lstm\result
?????目錄??????????0??2016-12-13?10:24??atae-lstm
-----------?---------??----------?-----??----
???????????????968388????????????????????14
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