搜索所有中文NLP数据集,附常用英文NLP数据集 nlp qa sentiment-analysis text-classification match machine-translation text-similarity corpus knowledge-graph chinese text-summarization datasets ner machine-reading-comprehension Updated on Mar 1, 2020 Python blmoistawinde / HarvestText Star 1.4k Code Issu...
[7] XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages:https://github.com...
summanlp/textrankPublic NotificationsYou must be signed in to change notification settings Fork260 Star1.2k master 31Branches 8Tags Code README License summa – textrank TextRank implementation for text summarization and keyword extraction in Python 3, withoptimizations on the similarity function. ...
3、下载 mosegithub.com/moses-smt/mosesdecoder 与 ROUGEgithub.com/summanlp/evaluation/tree/master/ROUGE-RELEASE-1.5.5 并上传至服务器 4、执行安装ROUGE所需的perl环境 cpanm XML::DOM DB_File 5、安装pyrouge pip install pyrouge 6、设置 pyrouge 的路径 pyrouge_set_rouge_path /absolute/path...
自动文摘(auto text summarization)是NLP中较难的技术,难点很多,至今并没有一个非常让人满意的、成熟的技术来解决这个问题。 想法 大家在查文献的时候,输入一个关键词之后,会返回一个paper列表,如果你只看paper的title可能会被一些标题党蒙骗,如果每篇paper都看abstract,时间会花太久,看着很烦。所以我在想,给rsar...
而抽象模型提出了一个编码器-解码器结构,结合相同的预训练bert编码器(使用随机初始化的Transformer解码器)。论文设计了一个新的训练流程,能够分开编码器和解码器的优化步骤来适应编码器和解码器,因为前者是预训练的,而后者必须从头训练。 本文的贡献主要有三点:...
Neural Summarization 使用deep learning技术来做abstractive summarization的paper屈指可数,大体的思路也类似,大概如下: (1)首先将自动文摘的问题构造成一个seq2seq问题,通常的做法是将某段文本的first sentence作为输入,headlines作为输出,本质上变成了一个headlines generative问题。 (2)选择一个big corpus作为训练、测试集...
【ACL2017】Get To The Point: Summarization with Pointer-Generator Networks seq-to-seq模型的出现给...
$ git clone https://github.com/harsh4870/Docker-NLP.git Verify that you cloned the repository. You should see the following files in your Docker-NLP directory. 01_sentiment_analysis.py 02_name_entity_recognition.py 03_text_classification.py 04_text_summarization.py 05_language_translation.py...
Library of state-of-the-art models (PyTorch) for NLP tasks nlp natural-language-processing text-classification machine-translation pytorch style-transfer speech-recognition text-summarization nlp-library text-clustering punctuation-restoration Updated Jul 25, 2024 Python sidphbot / Auto-Research Star...