AIKevin / Pointer_Generator_Summarizer
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
☆17Updated 5 years ago
Alternatives and similar repositories for Pointer_Generator_Summarizer:
Users that are interested in Pointer_Generator_Summarizer are comparing it to the libraries listed below
- A deep learning neural network for abstractive deep summarization☆20Updated 5 years ago
- Build a summarizer models combining transformers and pointing mechanism☆33Updated 5 years ago
- A BERT-Transformer network for abstractive text summarization☆124Updated 2 years ago
- 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
- code for "Deep Recurrent Generative Decoder for Abstractive Text Summarization"☆52Updated 4 years ago
- LCSTS,ROUGE,short text summarization,NLG,seq2seq☆22Updated 7 years ago
- System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models☆17Updated 7 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 5 years ago
- Code, Models, and Data for the ACL 2019 paper "Scoring Sentence Singletons and Pairs for Abstractive Summarization"☆66Updated 2 years ago
- Tensorflow implementation of SummaRuNNer☆42Updated 6 years ago
- TensorFlow reimplementation of Topic-to-Essay Generation with Neural Networks.☆69Updated 6 years ago
- 这是一个用于解决生成在生成任务中(翻译,复述等等),多样性不足问题的模型。☆45Updated 5 years ago
- WikiQA,复现论文《APPLYING DEEP LEARNING TO ANSWER SELECTION: A STUDY AND AN OPEN TASK》☆29Updated 5 years ago
- 基于transformer的指针生成网络☆91Updated 4 years ago
- ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation☆57Updated 5 years ago
- simply implement "Personalizing Dialogue Agents: I have a dog, do you have pets too? "☆14Updated 6 years ago
- Code for "Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization"☆136Updated 6 years ago
- seq2seq+attention model for Chinese textsum☆41Updated 7 years ago
- Abstractive summarization on LCSTS dataset☆21Updated 6 years ago
- BERT with History Answer Embedding for Conversational Question Answering☆114Updated 3 years ago
- reimplementing Neural Summarization by Extracting Sentences and Words☆16Updated 6 years ago
- Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail☆199Updated 2 years ago
- Resources of our paper at AAAI-19 ``Response Generation by Context-aware Prototype Editing"☆78Updated 5 years ago
- ☆78Updated 6 years ago
- A deep learning neural network for abstractive deep summarization☆63Updated 5 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- ene to end neural coreference resolution(forked from https://github.com/kentonl/e2e-coref and make some little change)☆20Updated 6 years ago
- The Tensorflow implementation of "Review-driven Answer Generation for Product-related Questions in E-commerce ", WSDM 2019.☆24Updated 2 years ago
- Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"☆150Updated 6 years ago
- Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization☆46Updated 4 years ago