Minh-Quoc Nghiem
Biographic Data
| ID | 9552569 |
|---|---|
| NAME | Minh-Quoc Nghiem |
| GIVEN NAMES | Minh-Quoc |
| FAMILY NAME | Nghiem |
| SIGNATURE | NGHIEM M |
| AFFILIATIONS | University of Manchester |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2020 |
| H-INDEX | 0 |
Cited text span identification for scientific summarisation using pre-trained encoders
We present our approach for the identification of cited text spans in scientific literature, using pre-trained encoders (BERT) in combination with different neural networks. We further experiment to assess the impact of using these cited text spans as input in BERT-based extractive summarisation methods. Inspired and motivated by the CL-SciSumm shared tasks, we explore different methods to adapt pre-trained models which are tuned for generic doma…
No prominent works on this page.
Cited text span identification for scientific summarisation using pre-trained encoders
We present our approach for the identification of cited text spans in scientific literature, using pre-trained encoders (BERT) in combination with different neural networks. We further experiment to assess the impact of using these cited text spans as input in BERT-based extractive summarisation methods. Inspired and motivated by the CL-SciSumm shared tasks, we explore different methods to adapt pre-trained models which are tuned for generic doma…
Artificial Intelligence (1 work) · Artificial Intelligence (1 work) · Biomedical Text Mining and Ontologies (1 work) · Computer Science (1 work) · Domain (mathematical analysis) (1 work) · Encoder (1 work) · Identification (biology) (1 work) · Information retrieval (1 work) · Machine learning (1 work) · Natural language processing (1 work)