Papers by Shogo Fujita
Pointing to Subwords for Generating Function Names in Source Code (2020.coling-main)
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| Challenge: | Existing methods for generating function names from source code face difficulties in generating low-frequency or out-of-vocabulary subwords. |
| Approach: | They propose two strategies for copying low-frequency or out-of-vocabulary subwords in inputs. |
| Outcome: | The proposed method improves on the Java-small and Java-large datasets and improves the existing method on the GitHub platform. |
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs (2020.coling-main)
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| Challenge: | Community-based question answering platforms take time to get useful information from among many answers. |
| Approach: | They propose a method to select a diverse and non-redundant answer set rather than ranking the answers. |
| Outcome: | The proposed method outperforms baseline methods on a Japanese CQA site . it calculates the answer importance and similarity between answers by using BERT . |