Comments (3)
- You can use GENRE to do entity linking in English only (both mention detection and entity disambiguation).
- You can use GENRE to do entity disambiguation in English only.
- You can use mGENRE to do entity disambiguation in 100 languages.
- You can combine an off the shelf mention detection model (like FLAIR) and then apply mGENRE if you want to have a multilingual entity linking system at the end.
Also, the size of text input is limited to 1024 BPEs right now (a limitation that comes from BART).
from genre.
Do you want to do Mention Detection, Entity Disambiguation or Entity Linking?
from genre.
In fact, I am looking for a multilingual named entity linking approach which is able to disambiguate names using entity linking.
GENRE is not multilingual but it is possible to have more than one tag in input text while mGENRE is multilingual with the mentioned restrictions.
Mention Detection also should be done before employing GENRE/mGENRE.
Another question, Is there any restriction for the size of text input?
from genre.
Related Issues (20)
- is prefix_allowed_tokens_fn only working for seq2seq model.generate? HOT 2
- Loading mgenre models is taking 44GB RAM
- Problem in candidate-based generation on GENRE using transformers >= 4.36.0
- the same entity name question
- Inference speed is too slow. Is this problem because of Constrained beam search?
- can not receive different outputs from mGENRE.sample using dropout in train mode and different seeds HOT 2
- can't find ID to title map json file HOT 1
- alignment between candidate and KILT wikipedia data source HOT 4
- Question: Running genre on multiple GPUs HOT 1
- format of entries for entity linking training HOT 2
- Invalid prediction - no wikipedia entity HOT 10
- Fail to Reproduce the dev score of GENRE Document Retrieval HOT 7
- mGENRE finetuning issue
- Why do you prepend `eos_token_id' to sent_orig HOT 2
- colab script to run GENRE
- NameError: name 'batched_hypos' is not defined (mGENRE) HOT 5
- [Question] Evaluating mGENRE on Mewsli-9
- Fine-tune with hugging face trainer
- import package error
- Chinese entity linking
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from genre.