Alan Akbik

icon indicating a website link http://alanakbik.github.io/

icon location Berlin icon location Creator of the Flair NLP framework

Results 110 comments of Alan Akbik

All settings the same, but using "make_label_dictionary" and "make_tag_dictionary" to create "tag_dictionary" for NER model give completely different results.

Thanks @lixiu911 even a very small amount of data would be enough if we can reproduce the error with it. Or different public data that shows the error. We just...

All settings the same, but using "make_label_dictionary" and "make_tag_dictionary" to create "tag_dictionary" for NER model give completely different results.

Hello @i4meta yes our new version of the SequenceTagger will now always infer the full BIO/BIOES tag set for any tag in the training data. Regarding the data: best via...

How and where to add add_unk = True

@fmafelipe what Flair version are you on?

How and where to add add_unk = True

We are on Flair 0.11.3 now, perhaps you could test with this version? If the error persists, could you supply a minimal working example with data to reproduce this error?

Mac GPU Utilization Support

Thanks for raising this issue @josebarross! @whoisjones can you check if this works?

Masked Relation Classifier

Hello @dobbersc @helpmefindaname very interesting results and discussion! Regarding renaming labels: With the new corpus logic, renaming of any label is now easy and requires only to define a `label_name_map`....

Masked Relation Classifier

Thanks for sharing these interesting results @helpmefindaname! I wonder if the masking of the "remainder" NER tags could be a problem since they share many subtokens with HEAD and TAIL...

module 'conllu' has no attribute TokenList

Awesome @EmilStenstrom thanks for fixing this so quickly! And thanks @helpmefindaname for testing!

Combining BERT and other types of embeddings

Hello @AliHaiderAhmad001 thanks for using Flair! The `TransformerWordEmbeddings` class has default handling for words split into multiple subwords which you control with the `subtoken_pooling` parameter (your choices are "first", "last",...

Release 0.11.2

@boegel it was intentional since they are only minor updates, but we should probably at least always tag the code for each release.