Hanqi Yan
Biographic Data
| ID | 6536653 |
|---|---|
| NAME | Hanqi Yan |
| GIVEN NAMES | Hanqi |
| FAMILY NAME | Yan |
| SIGNATURE | YAN H |
| AFFILIATIONS | Department of Computer Science, University of Warwick, UK. [email protected] |
| ORCID | 0000-0001-5034-4520 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2022 |
| H-INDEX | 0 |
Hierarchical Interpretation of Neural Text Classification
Recent years have witnessed increasing interest in developing interpretable models in Natural Language Processing (NLP). Most existing models aim at identifying input features such as words or phrases important for model predictions. Neural models developed in NLP, however, often compose word semantics in a hierarchical manner. As such, interpretation by words or phrases only cannot faithfully explain model decisions in text classification. This …
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Hierarchical Interpretation of Neural Text Classification
Recent years have witnessed increasing interest in developing interpretable models in Natural Language Processing (NLP). Most existing models aim at identifying input features such as words or phrases important for model predictions. Neural models developed in NLP, however, often compose word semantics in a hierarchical manner. As such, interpretation by words or phrases only cannot faithfully explain model decisions in text classification. This …
Adversarial Robustness in Machine Learning (1 work) · Artificial Intelligence (1 work) · Artificial neural network (1 work) · Classifier (UML (1 work) · Computer Science (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Interpretation (philosophy (1 work) · Linguistics (1 work) · Machine learning (1 work) · Natural language processing (1 work)