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Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 |
Improving Interpretability via Explicit Word Interaction Graph LayerAAAI Conference on Artificial Intelligence (AAAI), 2023 |
Explaining Neural Network Predictions on Sentence Pairs via Learning
Word-Group MasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
Local Interpretations for Explainable Natural Language Processing: A
SurveyACM Computing Surveys (CSUR), 2021 |
Graph Markov Network for Traffic Forecasting with Missing DataTransportation Research Part C: Emerging Technologies (TRC), 2019 |
Fairness in Deep Learning: A Computational PerspectiveIEEE Intelligent Systems (IEEE Intell. Syst.), 2019 |
Learning Credible Deep Neural Networks with Rationale RegularizationIndustrial Conference on Data Mining (IDM), 2019 |