In Token classification, Is geolayoutlm using both entity extraction and entity linking

[ccx1997]

We use both tasks to finetune the model, but the evaluation on each task is independent.

[ManikantaNT]

Thanks for your reply, but my concerns is that I fintuned the model for token classification but in the training phase the model is handling both entity extraction and entity linking tasks at same time is there any dependency between them or both are independent tasks

[ManikantaNT]

Hi Alibaba Reasearch Team, Thanks for your response, But my question is, I used the "geloayoutlm" for token classification, and during the fine-tuning process, I observed that both entity extraction and entity linking were trained simultaneously. I'm wondering if these two tasks are interdependent or if they are separate and don't rely on each other.

Thanks, Manikanta Ruppa

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From: Changxu Cheng @.> Sent: Monday, September 25, 2023 1:02 PM To: AlibabaResearch/AdvancedLiterateMachinery @.> Cc: Ruppa Manikanta @.>; Author @.> Subject: Re: [AlibabaResearch/AdvancedLiterateMachinery] In Token classification, Is geolayoutlm using both entity extraction and entity linking (Issue #51)

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We use both tasks to finetune the model, but the evaluation on each task is independent.

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[ccx1997]

Hi, Manikanta, The two tasks are separately performed by two heads respectively. We only conducted multi-task finetuning.

[ManikantaNT]

Thanks for confirmation!