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Found 3 papers, 1 papers with code
SURF: Semantic-level Unsupervised Reward Function for Machine Translation
The performance of Reinforcement Learning (RL) for natural language tasks including Machine Translation (MT) is crucially dependent on the reward formulation.
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts
We present Burst2Vec, our multi-task learning approach to predict emotion, age, and origin (i. e., native country/language) from vocal bursts.
Revisiting Contextual Toxicity Detection in Conversations
We then propose to bring these findings into computational detection models by introducing and evaluating (a) neural architectures for contextual toxicity detection that are aware of the conversational structure, and (b) data augmentation strategies that can help model contextual toxicity detection.
Ranked #1 on
Toxic Comment Classification
on CAD
