Joe Stacey
- Supervising Model Attention with Human Explanations for Robust Natural Language Inference
2021/04/16 by Joe Stacey, Yonatan Belinkov, Stacey, Joe +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models
2022/05/23 by Joe Stacey, Pasquale Minervini, Stacey, Joe +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Atomic Inference for NLI with Generated Facts as Atoms
2023/05/22 by Joe Stacey, Pasquale Minervini, Stacey, Joe +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Topic Modeling
- Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation
2023/05/22 by Joe Stacey, Marek Rei, Stacey, Joe +1 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling