Papers by Luwen Huangfu
Bootstrapping Polar-Opposite Emotion Dimensions from Online Reviews (L18-1)
Copied to clipboard
| Challenge: | Existing bootstrapping methods for learning lexicons from unannotated online texts have important drawbacks. |
| Approach: | They propose a bootstrapping approach that softly labels unlabeled terms for polar-opposite emotion dimension values from the Ortony/Clore/Collins model of emotions. |
| Outcome: | The proposed approach achieves considerably better performance than several baselines. |