Hanqi Yan
Dados Biográficos
| ID | 6536653 |
|---|---|
| NOME | Hanqi Yan |
| PRENOMES | Hanqi |
| SOBRENOME | Yan |
| ASSINATURA | YAN H |
| AFILIAÇÕES | Department of Computer Science, University of Warwick, UK. [email protected] |
| ORCID | 0000-0001-5034-4520 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| OBRAS COMO AUTOR | 1 |
| OBRAS COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2022 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2022 |
| ÍNDICE H | 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 …
Sem obras proeminentes nesta página.
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 obra) · Artificial Intelligence (1 obra) · Artificial neural network (1 obra) · Classifier (UML (1 obra) · Computer Science (1 obra) · Explainable Artificial Intelligence (XAI (1 obra) · Interpretation (philosophy (1 obra) · Linguistics (1 obra) · Machine learning (1 obra) · Natural language processing (1 obra)