Text-Summarizer-Pytorch-Chinese 提供一款中文版生成式摘要服务。 提供从数据到训练到部署,完整流程参考。 初衷 由于工作需要,在开源社区寻找汉语生成摘要模型时,几乎找不到可用的开源项目。 本项目在英文生成式摘要开源项目Text-Summarizer-Pytorch基础上(指针生成网络),结合jieba分词,在数据集LCSTS上跑通一遍训练流程,中...
rohithreddy024 / Text-Summarizer-Pytorch Star 246 Code Issues Pull requests Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network pytorch text-summarization beam-search rl-training mle-training Updated on Oct 1, 2019 Python uoneway ...
This line of code imports theSummarizerclass from thesummarizerpackage, essential for your text summarization application. The summarizer module implements the Bert Extractive Summarizer, leveraging the HuggingFace Pytorch transformers library, renowned in the NLP (Natural Language Processing) domain. This li...
from paddlenlp import Taskflow summarizer = Taskflow("text_summarization") # 单条输入 summarizer('2022年,中国房地产进入转型阵痛期,传统“高杠杆、快周转”的模式难以为继,万科甚至直接喊话,中国房地产进入“黑铁时代”') # 输出:['万科喊话中国房地产进入“黑铁时代”'] # 多条输入 summarizer([ '据悉,202...
A PyTorch implementation of the MT-LSTM/CoVe iscove. Maria Pelevina, Nikolay Arefyev, Chris Biemann, Alexander Panchenko.Making Sense of Word Embeddings. arXiv:1708.03390, 2017. The source code written in Python issensegram. Making sense embedding out of word embeddings using graph-based word ...
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime Carbonell.Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach. arXiv:1507.02907, 2015. Xiaojun Wan, Yansong Feng and Weiwei Sun.Automatic Text Generation: Research Progress ...
Text-Summarizer-Pytorch CombiningA Deep Reinforced Model for Abstractive SummarizationandGet To The Point: Summarization with Pointer-Generator Networks Model Description LSTM based Sequence-to-Sequence model for Abstractive Summarization Pointer mechanism for handling Out of Vocabulary (OOV) wordsSee et al...
This PR was automatically created by Snyk using the credentials of a real user.Keeping your Docker base image up-to-date means you’ll benefit from security fixes in the latest version of your chose...
This repo is the generalization of the lecture-summarizer repo. This tool utilizes the HuggingFace Pytorch transformers library to run extractive summarizations. This works by first embedding the sentences, then running a clustering algorithm, finding the sentences that are closest to the cluster's ce...
- name: Run generation benchmark - pytorch if: (!contains(env.MODEL_FORMAT, 'awq') && contains(fromJSON(github.event.inputs.backend), 'pytorch')) env: @@ -180,6 +188,14 @@ jobs: rm -rf ${result_dir} mkdir ${result_dir} python3 benchmark/profile_generation.py $MODEL_PATH $TP...