我想对没有定界符的句子进行情感分析。
输入文字如下:
"it 's been a little while Kirk tells me it 's actually been three weeks now that I 've been using this device right here that is of course the Galaxy S ten I mean I 've just been living with this phone this has been my phone has the SIM card in it I took photos I lived live I sent tweets whatsapp slack email whatever other app this was my smart phone of choice for the last three weeks
I have some feelings about it that I think you need to know about there 's some things I like there 's some things I don 't like any smartphone out there I chose to use the standard Galaxy S 10 not the S 10 plus I just feel like this is a nice form factor I kind of like the circular cutout as opposed to the larger one I mean look it 's your choice you want a bigger display you go for the plus otherwise they 're basically the same first things first what are you looking at what greets you when you unlock this phone it 's a display I mean that 's gonna satisfy anyone in a smartphone universe anyone in the segment any fan that 's out there you your nephew your aunt your uncle if you want maybe the best display in the smartphone game then you go with this phone
I mean that 's pretty standard stuff you already knew it I have a case on this phone so it kind of diminishes the edge a little bit after all samsung has been curving these edges for a while now some people love it some people less so actually I really like this case I forget the name of it got enough Amazon genuine leather yeehaw ladies and gentlemen that 's rawhide will he do another big change for this particular model year we now have more cameras than ever that 's correct that 's three lenses on the back of course you 're getting a wider angle view with these
I used it I used that feature I love that feature in fact the front-facing camera on this device is wider than I expected as well so it 's versatile you can get a lot of shots of course the camera itself incredible in a number of different circumstances with or without the wide it 's one of the best performers out there that I 've used recently I want to put white at pixel level just the software the the isolation the portrait effect and so on not that I use that very much I mean for me this camera it 's an easy pick kind of like the display again not much of a surprise"
我想将文本分成很多句子,并分析每个句子的情感。我已经准备好预训练的模型,该模型可以分析“。”分隔的句子的情感。
有什么办法分割这些成串的句子吗?
答案 0 :(得分:1)
预测文本(特别是语音转录)的标点是一个众所周知的问题。
您可以尝试将Punctuator2与提供的模型一起使用,也可以通过针对域中文本的新模型进行训练。在自述文件的底部查找一些相关项目的指针。
Grammarly开发了一种更简单的方法,仅在连续句子之间插入句点,如下所述:
https://www.grammarly.com/blog/nlp-run-on-sentences/
他们使用真实的训练数据和人工训练的数据进行了一些不错的实验,这很有用,因为可以很容易地从您知道在句子边界具有标点符号的文本(例如报纸文本)中生成训练数据。