AIKevin / Pointer_Generator_Summarizer
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
☆16Updated 5 years ago
Related projects: ⓘ
- A deep learning neural network for abstractive deep summarization☆20Updated 4 years ago
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆53Updated 4 years ago
- A BERT-Transformer network for abstractive text summarization☆124Updated last year
- TensorFlow reimplementation of Topic-to-Essay Generation with Neural Networks.☆70Updated 5 years ago
- Tensorflow implementation of SummaRuNNer☆42Updated 5 years ago
- ☆100Updated 5 years ago
- LCSTS,ROUGE,short text summarization,NLG,seq2seq☆21Updated 7 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆18Updated 6 years ago
- This model base on bert-as-service. Model structure : bert-embedding bilstm crf.☆38Updated 5 years ago
- ☆28Updated 5 years ago
- Tensorflow implementation of CFO, a knowledge graph based QA system☆27Updated 5 years ago
- Abstractive summarization on LCSTS dataset☆22Updated 5 years ago
- CIKM 2019: Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots☆86Updated 4 years ago
- reimplementing Neural Summarization by Extracting Sentences and Words☆16Updated 5 years ago
- papers☆18Updated 7 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆125Updated 5 years ago
- Compare six baseline deep learning models on TrecQA☆60Updated 6 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆137Updated last year
- ☆30Updated 6 years ago
- ☆22Updated 5 years ago
- Imporve the Transformer by 1dPool. 用一维池化改进Transformer，附带在LCSTS数据集上的实验效果。☆9Updated 4 years ago
- Code for ANA at SemEval-2019 Task 3☆45Updated 4 years ago
- Answer selection task based on WikiQA datatest.☆46Updated 7 years ago
- A deep learning neural network for abstractive deep summarization☆63Updated 4 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆29Updated last year
- Multitask Learning for Machine Reading Comprehension, NAACL 2019☆100Updated 4 years ago
- ☆121Updated last year
- 这是一个seq2seq模型，编码器是bert,解码器是transformer的解码器，可用于自然语言处理中文本生成领域的任务☆71Updated 5 years ago
- ene to end neural coreference resolution(forked from https://github.com/kentonl/e2e-coref and make some little change)☆20Updated 5 years ago
- aspect-based sentiment classification☆65Updated 5 years ago