Papers with understanding word meaning
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? (2024.findings-acl)
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| Challenge: | Large language models are highly effective tools for solving different kinds of problems in natural language processing. |
| Approach: | They propose to use large language models to solve a myriad of problems. |
| Outcome: | The proposed model performs worse on word meaning comprehension than an encoder-only model with vastly fewer parameters. |