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Machine learning models from Singapore's NLP research community

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BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentimental Analysis by Li et al. 2021 https://arxiv.org/abs/2006.00492

To allow the containers to start up quicker, models and files were downloaded and cached during build time. Recent changes in the huggingface transformers package has broken this functionality: -...

Paper: https://aclanthology.org/2020.emnlp-main.108.pdf Prof: Jiang Jing from SMU Repo: [GitHub - jefferyYu/DualHierarchicalTransformer: Predicting Stance and Rumor Veracity via Dual Hierarchical Transformer](https://github.com/jefferyYu/DualHierarchicalTransformer)

- Trained segmenter model have similarly good metrics but performs very differently - Check commits between segmenter-experiment-4 and 5

- Move tests to github actions

from sgnlp.models.ufd.utils import parse_args_and_load_config from sgnlp.models.ufd.train import train import json cfg = parse_args_and_load_config("json file directory") train(cfg) Above is the code i got from the sgnlp ufd's documentation to train the...

Created `.github/workflows/unit_tests.yml` to run tests on GitHub Actions as mentioned in Issue #16 . Unfortunately the workflow did not complete as there are tests that failed. See below: ``` Run...

See issues reported here, https://epoch.aisingapore.org/community/sg-nlp/how-do-we-train-senticgcn-models-with-our-dataset/ The documentation only listed the trainer code for executing the trainer function but did not indicate that the config file should be pass via the...