[5] SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization:https://arxiv...
Updated Nov 7, 2022 Python nlpcloud / nlpcloud-js Star 16 Code Issues Pull requests NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, gramma...
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...
人工智能领域中AI能够领先人类的例子很多,包括前不久很火的Alpha狗,图片识别,主要是利用计算机远强于人类的计算能力,但也有很多的领域,AI离人类的水平还有很远,比如paper的survey,summarization,机器翻译等等。 近几年随着Deep Learning的火爆,研究者们利用一些最新的研究成果来做summarization,比如attention model,比如rnn...
1. [NLP]LSTM理解(7211) 2. [NLP]Transformer模型解析(3628) 3. AttributeError:'MSVCCompiler'对象没有属性'compiler_so'(3217) 4. [NLP]LDA主题模型的python实现(3186) 5. [设计模式]工厂模式——静态工厂方法(实际不是一种设计模式)(2250) 评论排行榜 1. [NLP]LDA主题模型的python实现(2) ...
摘要数据集太少,质量不好的问题,英文的cnndm, nyt, pubmed,ami,gigaword等数据集,当然还有一些其他...
一、介绍本文主要提供了一个基于bert的篇章级编码器,能够编码一篇文章并获取每一句话的表征。为了提取句子,我们的提取模型是建立在编码器的顶层,通过叠加一些句间Transformer层来获取篇章级特征。而抽象模型提…
BertSum:Fine-tune BERT for Extractive Summarization 参考 This library is inspired by and references following frameworks and papers. GPT2-NewsTitle:https://github.com/liucongg/GPT2-NewsTitle BertSum:https://github.com/nlpyang/BertSum Reference ...
In other words, NLP is a component of text mining that performs a special kind of linguistic analysis that essentiallyhelps a machine “read” text. It uses a different methodology todecipher the ambiguities in human language, including the following: automatic summarization, part-of-speech tagging...
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...