Findings of the Shared Task on Detecting Signs of Depression from Social Media

no code implementations • LTEDI (ACL) 2022 • Kayalvizhi S, Thenmozhi Durairaj, Bharathi Raja Chakravarthi, Jerin Mahibha C

Social media is considered as a platform whereusers express themselves.

Data set creation and empirical analysis for detecting signs of depression from social media postings

1 code implementation • 7 Feb 2022 • Kayalvizhi S, Thenmozhi D

Also, people express their emotions well in social media, it is desirable to diagnose their mental health using social media data.

Data Augmentation

SSN-NLP at SemEval-2020 Task 4: Text Classification and Generation on Common Sense Context Using Neural Networks

no code implementations • SEMEVAL 2020 • Rishivardhan K., Kayalvizhi S, Thenmozhi D., Raghav R., Kshitij Sharma

Common sense validation deals with testing whether a system can differentiate natural language statements that make sense from those that do not make sense.

Common Sense Reasoning Machine Translation +6

SSN\_NLP at SemEval-2020 Task 7: Detecting Funniness Level Using Traditional Learning with Sentence Embeddings

no code implementations • SEMEVAL 2020 • Kayalvizhi S, Thenmozhi D., Aravindan Chandrabose

For subtask 2, Universal sentence encoder classifier achieves the highest accuracy for development set and Multi-Layer Perceptron applied on vectors vectorized using universal sentence encoder embeddings for the test set.

Sentence Sentence Embeddings