Allennlp 安装和使用问题

安装指令

pip install allennlp
pip install allennlp-models

coreference resolution的应用

from allennlp.predictors.predictor import Predictor
# path can be url or local path (pre-downloaded file)
predictor = Predictor.from_path("https://storage.googleapis.com/allennlp-public-models/coref-spanbert-large-2021.03.10.tar.gz")
text = "Eva and Martha didn't want their friend Jenny to feel lonely so they invited her to the party."
prediction = predictor.predict(document=text)  # get prediction
print(prediction['clusters'])  # list of clusters (the indices of spaCy tokens)
# Result: [[[0, 2], [6, 6], [13, 13]], [[6, 8], [15, 15]]]
print(predictor.coref_resolved(text))  # resolved text
# Result: "Eva and Martha didn't want Eva and Martha's friend Jenny to feel lonely so Eva and Martha invited their friend Jenny to the party."

其他相关问题：
（1）allennlp + wordnet + zipfile.BadZipFile error
（2）离线安装nltk_data

spacy安装和使用问题（tokenizer）

pip install spacy

import spacy
nlp = spacy.load('en_core_web_sm')  # load the model
text = "Eva and Martha didn't want their friend Jenny to feel lonely so they invited her to the party."
doc = nlp(text)  # get the spaCy Doc (composed of Tokens)
print(list(doc)) # tokens

加载en_core_web_sm模型可能会出现SSL error的问题，可以到官方release下载和当前spacy版本对应的模型，然后利用pip进行安装：

pip show spacy # show the version of spacy
pip install en_core_web_sm-x.x.x.tar.gz # install the model without proxy - method 1
python -m spacy download en_core_web_sm # install the model with proxy - method 2

其他相关问题：
（1）解决neuralcoref和spacy版本兼容性问题

Allennlp 安装和使用问题相关推荐

【疑难杂症】allennlp安装报错：Installing build dependencies ... error
背景: 配置PURE的算法环境,安装allennlp 0.9.0 (pip install allennlp==0.9.0)报错,如图所示: 探索: 发现allennlp的依赖中有spacy,是在安装 ...
mac下pip install 安装只能选择python2.7的问题
mac自带python2.7. 我用brew install安装过python3:brew install python3 我安装了anaconda3.因为它自带了很多包.所以我无论是用pycharm ...
记录elmoformanylangs安装
elmoformanylangs网址:https://github.com/HIT-SCIR/ELMoForManyLangs 需要预先准备的环境: python >= 3.6 torch al ...
安装allennlp
安装allennlp github链接 1'Download and install Conda. 下载运行bash 2.Create a Conda environment with Python ...
安装allennlp ，使用Elmo
问题1:从github项目clone后,安装 "pip install . ",报错:Module Not Found Error: No module named 'allenn ...
开关变压器绕制教程_教程：如何将变压器权重和令牌化器从AllenNLP上传到HuggingFace
开关变压器绕制教程 This is the first of a series of mini-tutorials to help you with various aspects of the Al ...
HIT-SCIR/Elmoformanylanguages安装记录
HIT-SCIR/Elmoformanylanguages 记录踩坑首先从官网下载源码哈工大Elmoformanylangs 这里提供了简体中文版本链接:zhs.model 提取码:p53m 然后 ...
linux环境下nacos的安装+启动，阿里云服务器安装nacos
nacos安装+启动(linux环境): 基础:安装java环境官网下载压缩包:如 nacos-server-1.2.1.tar.gz 放在自定义目录下 # 解压 tar -xvf nacos-se ...
Alibaba Cloud Linux 2.1903 LTS 64位服务器yum源下载404,Alibaba Cloud Linux 2实例中使用docker-ce、epel等YUM源安装软件失败
[Alibaba Cloud Linux 2.1903 LTS 64位]服务器yum源下载404 failure: repodata/repomd.xml from docker-ce-stable: ...
Linux下docker安装配置oracle，oracle创建用户并远程连接，实测可用！
最近在给同学弄毕业设计的数据库,因为oracle在个人电脑上极不稳定,所以他的电脑数据库崩溃了,这时候我就在docker上为他拉了一个oracle,解决了问题. docker的安装共有以下几步,实测没 ...

Allennlp 安装和使用问题

Allennlp 安装和使用问题相关推荐

最新文章

热门文章