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Training the biencoder

4

I was trying to reproduce the code. However, I am facing issues with training the biencoder. Could you please tell how to finetune the biencoder on the datasets mentioned in...

anshks

Where can I find BLINK's training script?

1

Hi BLINK's authors, Thanks for releasing the pretrained model and the code! They are very useful. I just wonder where I can find the training script to train the bi-encoder,...

vinhkhuc

How to use bi-encoders to achieve Chinese entity linking on your own data set (including entity recognition)

1

The function I want to achieve is to give a piece of Chinese text and find the best candidate entity from my entity database.Can you write a document describing how...

Grace-Wang-Lab

How to only generate Precision, Recall, and f1 score when benchmarking BLINK

3

Hello, I am wondering are there any ways to only display Precision, Recall, and f1 scores when benchmarking BLINK model? I looked into the code but seems like it doesn't...

clintoncheang

Use a smaller model to speed up the prediction time

3

Hello BLINK team, I have tested the code and it works wonderfully. However, I am noticing that the tutorial only shows a large model and with massive entities. config =...

ndenStanford

Hello, Thank you very much for making the library available. I would like to run an example from the github tutorial, but getting the following error (in both, interactive and...

mariaBio

Biencoder with GPU RuntimeError: Expected object of device type cuda but got device type cpu for argument #3 'index' in call to _th_index_select

3

Hi, thanks for your code! When I set the `no_cuda` in `biencoder_wiki_large.json` as True, then I run `python blink/run_benchmark.py`, it returns an error, please see below, is there anything that...

acadTags

Update to get_train_and_benchmark_data.py

2

Two lines of code were updated in order to download datasets from google drive without any problems.

fatihbeyhan

The specifications for downloading large files from Google Drive have changed. Essentially, following instructions from [here](https://gist.github.com/tanaikech/f0f2d122e05bf5f971611258c22c110f).

TJKlein

Update readme script

3

Update readme script to save file when building FAISS (exact search) index

fastflair