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kbert-en's Introduction

Hi there 👋

I am Songhua Yang. A master's student studying at Zhengzhou University, researching in natural language processing. See more detail in my Google Scholar.

  • 🔭 I’m currently working on NLP+Medical and Sentiment Analysis, with particular focuses on Large Language Model.
  • ✍️ I'm a Blogger, it's my CSDN and Zhihu.

I am seeking a PhD opportunity, if you are interested please contact me suprit@foxmail 我正在寻求一个博士入学的机会,如果您对我感兴趣,欢迎联系我 suprit@foxmail

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kbert-en's Issues

Adapting K-BERT for other BERT-based models

Hi, I was trying to adapt K-BERT for RoBERTa and tried using the pre-trained model for RoBERTa from Huggingface for that. But somehow, the model never seems to converge at all and gives very poor scores. Could you please guide me on how to adapt K-BERT for another BERT-based model?

Thank You!

The usage of get_kbert_repr.py?

I'm curious about the purpose of this file. Without it I can also run the classification task. Will it promote the accuracy? If yes, which .tsv files should replace query.tsv and docs.tsv?

ZeroDivisionError: division by zero

Hello. I run the model with my custom dataset. However, it returns "ZeroDivisionError" as follows. What the most possible troubleshoot for this? Is there something wrong with the dataset?
Thank you.

Screenshot 2022-12-12 at 05 38 47

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