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Found 5 papers, 1 papers with code
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents
Rhetorical Role Labeling (RRL) of legal judgments is essential for various tasks, such as case summarization, semantic search and argument mining.
Gaze-enhanced Crossmodal Embeddings for Emotion Recognition
Emotional expressions are inherently multimodal -- integrating facial behavior, speech, and gaze -- but their automatic recognition is often limited to a single modality, e. g. speech during a phone call.
HoneyModels: Machine Learning Honeypots
To harden these systems the ever-growing field of Adversarial Machine Learning has proposed new attack and defense mechanisms.
Enhancing Gradient-based Attacks with Symbolic Intervals
In this paper, we present interval attacks, a new technique to find adversarial examples to evaluate the robustness of neural networks.
MixTrain: Scalable Training of Verifiably Robust Neural Networks
Making neural networks robust against adversarial inputs has resulted in an arms race between new defenses and attacks.
