شرکت فناوران هوشمند شایا یک نیروی باانگیزه جهت فعالیت در زمینه speech to text استخدام می کند.
#استخدام #برنامه_نویس #nlu #تهران
❌🆘@ai_python

What makes a good conversation?
How controllable attributes affect human judgments

A great post on conversation scoring.

Link:
http://www.abigailsee.com/2019/08/13/what-makes-a-good-conversation.html
Paper:
https://www.aclweb.org/anthology/N19-1170

#NLP #NLU #DL

❇️ @ai_python_en

Simple, Scalable Adaptation for Neural Machine Translation

Fine-tuning pre-trained Neural Machine Translation (NMT) models is the dominant approach for adapting to new languages and domains. However, fine-tuning requires adapting and maintaining a separate model for each target task. Researchers from Google propose a simple yet efficient approach for adaptation in #NMT. Their proposed approach consists of injecting tiny task specific adapter layers into a pre-trained model. These lightweight adapters, with just a small fraction of the original model size, adapt the model to multiple individual tasks simultaneously.

Guess it can be applied not only in #NMT but in many other #NLP, #NLU and #NLG tasks.

Paper: https://arxiv.org/pdf/1909.08478.pdf

#BERT

❇️ @AI_Python_EN

MeDAL: Medical Abbreviation Disambiguation Dataset for NLU Pretraining

Github: https://github.com/BruceWen120/medal

Paper: https://arxiv.org/abs/2012.13978v1

Dataset: https://www.kaggle.com/xhlulu/medal-emnlp

Pre-trained: https://huggingface.co/xhlu/electra-medal

#هوش_مصنوعی #منابع #مقاله #پردازش_زبان_طبیعی #فهم_زبان_طبیعی #دیتا #دیتاست
#NLP #NLU

🗣 @AI_Python_arXiv
✴️ @AI_Python_EN
❇️ @AI_Python

کلاس جدید دانشگاه استنفورد

CS224U: Natural Language Understanding | Spring 2021

#الگوریتمها #منابع #آموزش_کلاسی #فهم_زبانهای_طبیعی #فیلم
#NLU

❇️ @AI_Python

📽 Natural Language Understanding | Stanford Online
دوره فهم زبان‌ طبیعی استنفورد که به تازگی منتشر شده. اگر با NLU آشنا نیستید می‌تونید از این لینک برای درک کامل استفاده کنید. لینک پلی‌لیست دوره هم در ادامه پست قرار گرفته.

🔗 https://www.youtube.com/playlist?list=PLoROMvodv4rOwvldxftJTmoR3kRcWkJBp

👤 Prof. Christopher Potts
#NLP #NLU
#StanfordOnline

@ai_python