This account is no longer maintained. We are now Argilla, follow us @argilla_io
Joined April 2016
- Tweets 298
- Following 10
- Followers 361
- Likes 447
23 Photos and videos
Pinned Tweet
20 Oct 2021
š Excited to release Selectra (Spanish Electra), a new set of models on the @huggingface Hub
3-5x times smaller than current SOTA Spanish models while achieving competitive results
š§µOverview below (1/4)
Thanks @GoogleAI TPU RC for their support
#python #opensource #nlproc
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25 Oct 2022
š„³ We're extremely excited to announce we're now Argilla
Please don't forget to follow us @argilla_io.
There are many more exciting things coming up!
Read more at: argilla.io/blog/recognai-rubā¦
#python #opensource #nlproc
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Recognai retweeted
14 Oct 2022
Find text classification label errors with @CleanlabAI and correct them with @rubrixml
rubrix.readthedocs.io/en/staā¦
#python #opensource #NLProc
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Recognai retweeted
rubrix: āØ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP
Lang: Python
āļø 1351
Author: @recogn_ai
#MachineLearning
github.com/recognai/rubrix
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Recognai retweeted
8 Oct 2022
Get started with NLP with custom datasets
Create and label datasets for text classification, token classification and text generation
rubrix.readthedocs.io/en/staā¦
#python #opensource #datascience
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Recognai retweeted
7 Oct 2022
Don't have a lot of time to annotate data?
SetFit Rubrix, few-shot classification with custom data š¤
rubrix.readthedocs.io/en/docā¦
#nlproc #datascience #opensource
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Recognai retweeted
6 Oct 2022
ā” New release 0.18.0
> Better token classification validation
> Delete records by id & query for better dataset management
> New tutorials!
Thanks to our community contributors @AnkushChander, Tom Aarsen, & others
github.com/recognai/rubrix/rā¦
#python #nlproc #opensource
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Recognai retweeted
5 Oct 2022
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Recognai retweeted
28 Sep 2022
SetFit: Efficient few-shot learning with Sentence Transformers
So exciting!
Train robust models with very few examples, fast training, fast inference, and comparable/better than other LLMs and prompt-based methods.
github.com/huggingface/setfiā¦
#python #opensource #NLProc
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Recognai retweeted
27 Sep 2022
Active learning for text classification with @rubrixml and the wonderful small-text library by @webis_de
Learn how to build a custom active learning loop and teach a š¤ transformers model
rubrix.readthedocs.io/en/masā¦
#python #opensource #NLProc
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Recognai retweeted
26 Sep 2022
Want to analyze prediction explanations from your Transformer models? At the dataset level?
A new tutorial using SHAP and Transformers interpret!
rubrix.readthedocs.io/en/masā¦
#python #opensource #xai
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Recognai retweeted
22 Sep 2022
humap: Hierarchical Uniform Manifold Approximation and Projection
A very cool method and library by @EstecioJunior
Reduces visual burden when exploring clusters in large datasets and enables drill-down with hierarchical levels
github.com/wilsonjr/humap
#python #opensource #umap
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Recognai retweeted
20 Sep 2022
š Rubrix just crossed 1.3K stars this week š
github.com/recognai/rubrix
#python #opensource #nlp
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Recognai retweeted
18 Sep 2022
Rubrix: the open-source framework for data-centric NLP
Build human-in-the-loop workflows for data annotation, monitoring, and review.
github.com/recognai/rubrix
Follow @rubrixml for updates
#python #nlp #opensource
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Recognai retweeted
16 Sep 2022
What can we learn from model predictions vs. training data labels?
* Ambiguous examples
* (Some) wrong labels
* Model improvement patterns
A reproducible example using the @stanfordnlp sentiment treebank dataset & @rubrixml
huggingface.co/datasets/rubrā¦
#python #opensource #NLProc
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Recognai retweeted
14 Sep 2022
Weak supervision for multilabel text classification.
Get instant statistics about heuristics' coverage and precision with @rubrixml UI
Define rules programmatically with Python
Tutorial:
rubrix.readthedocs.io/en/staā¦
#opensource #datacentricai #python
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Recognai retweeted
13 Sep 2022
Every good model starts with good quality datasets.
Iteration and collaboration are key ingredients to achieve this.
Here's how you can iterate on data and models using the Hugging Face Hub.
rubrix.readthedocs.io/en/staā¦
#nlproc #datascience #opensource
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Recognai retweeted
12 Sep 2022
Weak supervision for multilabel text classification?
A step by step tutorial using @rubrixml
rubrix.readthedocs.io/en/staā¦
#python #opensource #NLProc
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Recognai retweeted
11 Sep 2022
Fine-tuning a sentiment classifier starting with no labeled data with @rubrixml
rubrix.readthedocs.io/en/masā¦
Follow @rubrixml for more resources like this one
If you love NLP & open-source join our friendly community:
join.slack.com/t/rubrixworksā¦
#python #opensource #nlp #transformers
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Recognai retweeted
9 Sep 2022
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision
1ļøā£ Noisy labels using Wikidata and gazetteers (distant labels)
2ļøā£ Fine-tune Roberta for NER with distant labels
3ļøā£ Self-training
github.com/cliang1453/BOND
arxiv.org/abs/2006.15509
#python #NLProc
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Recognai retweeted
8 Sep 2022
Stanza by @stanfordnlp is powerful for NER
Want to see how well it performs with your data? š
gist.github.com/dvsrepo/239fā¦
New to @rubrixml?
github.com/recognai/rubrix
Join the community:
join.slack.com/t/rubrixworksā¦
#python #nlp #opensource #datascience
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