4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CL2022★ 4 cited
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
Giuseppe Attanasio, Debora Nozza, Dirk Hovy +1
Natural Language Processing (NLP) models risk overfitting to specific terms in the training data, thereby reducing their performance, fairness, and generalizability. E.g., neural h…
cs.CL2021
Language Invariant Properties in Natural Language Processing
Federico Bianchi, Debora Nozza, Dirk Hovy
Meaning is context-dependent, but many properties of language (should) remain the same even if we transform the context. For example, sentiment, entailment, or speaker properties s…