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Self-training with Weak Supervision (NAACL 2021)

Results 7 ASTRA issues
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Bumps [numpy](https://github.com/numpy/numpy) from 1.19.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.1.0 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Can the ASTRA framework also be used for multi-label classifications? As I understood weak supervisors are taking advantage of conflicting rules and labels, which would not work with multi-labels. Any...

Bumps [joblib](https://github.com/joblib/joblib) from 0.16.0 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies

Bumps [nltk](https://github.com/nltk/nltk) from 3.5 to 3.6.6. Changelog Sourced from nltk's changelog. Version 3.8.1 2023-01-02 Resolve RCE vulnerability in localhost WordNet Browser (#3100) Remove unused tool scripts (#3099) Resolve XSS vulnerability...

dependencies

Bumps [transformers](https://github.com/huggingface/transformers) from 2.11.0 to 4.30.0. Release notes Sourced from transformers's releases. v4.30.0: 100k, Agents improvements, Safetensors core dependency, Swiftformer, Autoformer, MobileViTv2, timm-as-a-backbone 100k Transformers has just reached 100k stars...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.1.0 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependencies