tagger | Named Entity Recognition Tool | Natural Language Processing library
kandi X-RAY | tagger Summary
kandi X-RAY | tagger Summary
NER Tagger is an implementation of a Named Entity Recognizer that obtains state-of-the-art performance in NER on the 4 CoNLL datasets (English, Spanish, German and Dutch) without resorting to any language-specific knowledge or resources such as gazetteers. Details about the model can be found at:
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Top functions reviewed by kandi - BETA
- Get the updates for the given cost
- Calculate the Adam algorithm
- Calculate the Adadelta
- Compute rmsprop
- Calculate the gradient of the gradients
- Calculate Adagrad gradient
- Calculate the sgd
- Compute the gradients of the given cost
- Forward forward computation
- Compute the logarithm of x
tagger Key Features
tagger Examples and Code Snippets
Lines of Code : 11License : Permissive (MIT)
Copy(dl) tutorial@sa:~/tagger-generator/tag-and-generate-train$ cat > input.txt
send me the text files.
look into this issue.
bash scripts/inference.sh input.txt sample tagged generated politeness P_9 P_9 ../data/ 3
(dl) tutorial@sa:~/tagger-generat cd tag-and-generate-train
bash scripts/prepare_bpe.sh tagged ../data/
bash scripts/prepare_bpe.sh generated ../data/
nohup bash scripts/train_tagger.sh tagged politeness ../data/ > tagger.log &
nohup bash scripts/train_generator.sh generated unzip politeness_processed.zip
head politeness.tsv
gdown --id 1E9GHwmVM9DL9-KiaIaG5lm_oagLWe908
(dl) tutorial@sa:~/tagger-generator$ ls
data LICENSE README.md tag-and-generate-data-prep tag-and-generate-train
(dl) tutorial@sa:~/tagger-generato Community Discussions
Trending Discussions on tagger
QUESTION
i've been trying to import spacy but everytime an error appears as a result. I used this line to install the package :
...ANSWER
Answered 2021-Jun-08 at 16:11The problem is that the file you are working in is named spacy.py, which is interfering with the spacy module. So you should rename your file to something other than "spacy".
QUESTION
I am calling the python script with the flair package with a www-data user (no sudo rights). The models are in path for which that user has access rights, which I have set flair.cache_root = Path("tools/flair")
However, when I run the script with that user I get a Permission Error:
...ANSWER
Answered 2021-Jun-07 at 11:52The error is caused by the transformer model that flair loads. The cache directory for transformers has to be specified in additional by setting the environment variable TRANSFORMERS_CACHE=/path/to/transformers
QUESTION
For POS tagging, I am using spacy. I found pos tags for gerund and infinitives are not given. How can I add these two new tags in spacy? I can change tags within the list but not able to add new tags. Please help. Thank you.
...ANSWER
Answered 2021-May-15 at 07:05Rather than modifying the output, it sounds like you should just use the .tag_ attribute, which is more detailed and language specific. In this case the value will be VB for an infinitive and VBG for a gerund. These are Penn Treebank Tags.
The .pos_ values are from Universal Dependencies, and are less detailed but appropriate for multi-lingual applications.
QUESTION
I'm sorry in advance for the rookie question. I'm learning Flask and I have a Python file that I'm now using in a Flask app. When I run the app.py file in Python (python app.py), everything works. However, when I run it in Flask, I get the error: AttributeError: 'Flask' object has no attribute 'tagger'.
The resTag function is trying to return a response from the Tagger -> tag function. The result is the error message, mentioned above.
Any advice?
app.py
...ANSWER
Answered 2021-May-10 at 14:50return statement should be return Tagger.tag(text, tokenized)
QUESTION
I was able to install spaCy and download the standard English model (en_core_web_sm).
But by just loading the standard data model, I received the following error message:
...ANSWER
Answered 2021-May-10 at 04:32You have a model for spaCy v2 (the model version starts with 2), but you are using spaCy v3. The models are not compatible with different major versions. You need to uninstall the model and then download the new model:
QUESTION
I'm using spaCy '3.0.0rc2' with a custom model. Unfortunately my training data is low in hyphens (-), therefore the hyphen often gets tagged as NOUN.
Is there some way to force a certain tag or pos, to make sure that all the - tokens get tagged with PUNCT?
Basically I am looking for a solution like proposed in the answer to this question here: How to force a pos tag in spacy before/after tagger?
Unfortunately this does not seem to work anymore (at least for spaCy 3) and raises an error:
...ANSWER
Answered 2021-Jan-13 at 11:50In spaCy v3, exceptions like this can be implemented in the attribute_ruler component:
QUESTION
I'm sorry to ask the repeatedly answered question but I just couldn't solve this relating to my specific case, maybe I'm missing something. The error is E/RecyclerView: No adapter attached; skipping layout and I'm not sure, is the problem with an adapter I set or the RecyclerView per se? Also, I was following a tutorial and this was the code that was presented.
(I tried brining the initRecyclerView() into the main onCreateView but no luck. Some answers say to set an empty adapter first and notify it with the changes later but I don't know how to do that.)
This is my HomeFragment:
ANSWER
Answered 2021-Apr-14 at 10:37Ok, it's normal you have this message because in your code, you' ll do this :
QUESTION
How to create an annotated git-tag with a particular tagger-name, tagged-date?
The docs how to make it right have no such info.
From another stackoverflow question:
...ANSWER
Answered 2021-Mar-26 at 14:52An annotated tag is very similar to a commit, and thus methods for git commit works for git tag -a.
- For specifying date, use
GIT_COMMITTER_DATEandGIT_AUTHOR_DATEenvironment variables. - For temporarily (for this single command only) changing git config, use
git -c config_key=config.value
So the command you can do is:
QUESTION
I have created a simple Question Answering application with AllenNlp. It used to run smoothly with no warnings, but now, for every token in the passage, this spacy warning is printed in the console:
[WARNING] [W108] The rule-based lemmatizer did not find POS annotation for the token 'X'. Check that your pipeline includes components that assign token.pos, typically 'tagger'+'attribute_ruler' or 'morphologizer'.
The system versions are: allenlp==2.1.0 spacy==3.0.5 Can anyone please help?
...ANSWER
Answered 2021-Mar-25 at 06:00Hard to be sure without more information about your code, but I suspect this is caused by upgrading from spaCy 2 to spaCy 3.
If you just want to get your old code running, you can downgrade spaCy; I recommend locking your version to avoid accidental updates.
The warning itself can be ignored if you aren't using lemmas. If you are using lemmas, it means that you need to make sure the lemmatizer has access to part of speech tags. If you are using English this means you need to enable the tagger and attribute_ruler pipeline components. You can see more about this here in the spaCy Discussions.
QUESTION
I want to make SpaCy model that will recognise organisation names. Each organisation name have between 1 and 4 words, that can be titled or capitalised. I have added more than 3500 names of the organisations like this:
...ANSWER
Answered 2021-Mar-27 at 12:47You're not adding the EntityRuler correctly. You're creating an EntityRuler from scratch and adding rules to it, and then telling the pipeline to create an EntityRuler that's completely unrelated.
This is the problem code:
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