izarek Goto Github PK
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izarek's Projects
bert-embedding-frequently-asked-question
FAQ-based Question Answering System using BERT
clsm
This code is for Convolutional Latent Semantic Model, which is similay with DSSM(Deep Semantic Similarity Model).
deep-siamese-text-similarity
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
dssm
DSSM and Multi-View DSSM
dssm-lstm
The LSTM-DSSM model refering to the paper: Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval
knowledge-graph-embeddings
Implementations of Embedding-based methods for Knowledge Base Completion tasks
librec
LibRec: A Leading Java Library for Recommender Systems, see
mpcnn-sentence-similarity-tensorflow
Multi-Perspective Sentence Similarity Modeling with Convolution Neural Networks论文实现
nlp_question_answering_system_project
NLP Rule based question answering system
nlpkey_word_in_context
基于正则表达式的key-word-in-context 程序,采用正则表达式检索出文本中包含特定串的句子,并对齐输出
nlu_sim
all kinds of baseline models for sentence similarity
opennre
Neural Relation Extraction implemented in TensorFlow
question-classification
我的深度学习模型用来解决TREC数据集中的问题分类任务。
quill-nlp-tools-and-datasets
Quill's library of open source NLP algorithms and data sets. Quill is using a data set of 100,000 sentences exported from Wikipedia's featured articles. These articles are highly edited, and we use these trust worthy sentences to generate syntactical patterns. For example, by stripping parts of speech out of 50% of the sentences, we can compare a library of 50,000 sentence fragments to 50,000 complete sentences.
sequence-semantic-embedding
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
simhash
中文文档simhash值计算
slot_filling_intent_joint_model
attention based joint model for intent detection and slot filling
synonyms
中文近义词工具包
text_classification
all kinds of text classificaiton models and more with deep learning
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