Pinned Repositories
ABCNN-tensorflow
An implementation of ABCNN from ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Yin, W.; Schutze, H.; Xiang, B.; and Zhou, B.
bert_classification
利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp
bert_in_keras
在Keras下微调Bert的一些例子；some examples of bert in keras
bert_textMatching
利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据
bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
CPT
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
LanguageModel
基于lstm，bilstm的language model 中文维基百科数据集
Quora-Insincere-Questions-Classification
text_classification
关于文本分类的许多方法，主要涉及到TextCNN，TextRNN, LEAM, Transformer，Attention, fasttext, HAN等
text_matching
文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据
pengming617's Repositories
pengming617/text_matching
文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据
pengming617/bert_classification
利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp
pengming617/bert_textMatching
利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据
pengming617/text_classification
关于文本分类的许多方法，主要涉及到TextCNN，TextRNN, LEAM, Transformer，Attention, fasttext, HAN等
pengming617/LanguageModel
基于lstm，bilstm的language model 中文维基百科数据集
pengming617/Quora-Insincere-Questions-Classification
pengming617/ABCNN-tensorflow
An implementation of ABCNN from ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Yin, W.; Schutze, H.; Xiang, B.; and Zhou, B.
pengming617/bert_in_keras
在Keras下微调Bert的一些例子；some examples of bert in keras
pengming617/bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
pengming617/CPT
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
pengming617/DataScience
pengming617/ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
pengming617/Knover
Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
pengming617/language
Shared repository for open-sourced projects from the Google AI Language team.
pengming617/MatchPyramid-for-semantic-matching
A simple Keras implementation of Paper "Text Matching as Image Recognition"
pengming617/MatchPyramid-TensorFlow
A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.
pengming617/natural-questions
pengming617/R-net
R-net in PyTorch, with ELMo
pengming617/RocketQA
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
pengming617/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.