sebastianruder--nlp-progress
Khondoker I. Islam
27c64df4df
* sentiment analysis on bangla language instantiated This file contains the details description of SentNoB dataset. * New instance of emotion detection on bangla lang Initial instance * Referred emotion detection from readme * Kept only the best result --------- Co-authored-by: Sebastian Ruder <ruder.sebastian@gmail.com>
851 B
851 B
Fine-grained Emotion Detection
Fine-grained Emotion Detection is the task of detecting one or multiple emotion of a given text.
EmoNoBa
EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts is a dataset which contains 22,698 instances with each labeled with one or atmost all 6 emotions. The dataset is available here. The models are evaluated based on Macro Average F1-score.
| Model | F1-score | Paper / Source | Code |
|---|---|---|---|
| W1 + W2 + W3+ W4 + C1 + C2 + C3 | 42.81 | EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts | Official |