Papers by Guoji Fu
What Has Been Enhanced in my Knowledge-Enhanced Language Model? (2022.findings-emnlp)
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| Challenge: | Existing knowledge integration methods such as linear probes and prompts have key limitations in answering these questions. |
| Approach: | They propose a new probe model which integrates external knowledge from knowledge graphs into pretrained language models (LMs) ERNIE and K-Adapter are proposed as KI methods . |
| Outcome: | The proposed model interprets two well-known KELMs using graph attention on the corresponding knowledge graph for interpretation. |