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SpanMarker for Named Entity Recognition

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Using your spacy integration the senticizer for Spacy will sometimes produce an empty sentence (using "en_core_web_sm"). These leads to the SpanMarkerTokenizer throwing an exception. Not sure how active this project...

@tomaarsen Can we use stacking of two different embeddings for custom NER training using span marker?

This error message appears when I try to import span_markers ``` from span_marker import SpanMarkerModel Traceback (most recent call last): File "/home/user/name_entity.py", line 9, in File "/home/user/miniconda3/envs/span_marker_env/lib/python3.9/site-packages/span_marker/__init__.py", line 8, in...

Hi @tomaarsen! Is there a ONNX exporter planned? Have you tried using SpanMarker with ONNX models for inference? Would be really curious if you experimented with that already! :-)

Hi there! I was playing around with your google colab and wanted to few-nerd on `encoder_id = "microsoft/deberta-v3-large"` but when I reach the train part if fails with `RuntimeError: The...

Hi, Do you have any clues about implementing the relation identifying part, which follows the entity recognition? I am looking into the sources code and thinking about implementing that maybe....

Was wondering if there is a way to load a model in a kaggle notebook that I trained myself. There's currently a NER competition going on, and I wanted to...

Resolves #47 Hello! ## Pull Request overview * Add `num_proc=4` to Dataset maps in Trainer ## Details I'm considering allowing users to specify it, but it only makes sense to...

Hi there. Thanks for the great library! I have one issue regarding the usage of Bert-based models. I trained different models finetuning them on my custom dataset (roberta, luke, deberta,...