Papers by Young Yoo
Hyper-CL: Conditioning Sentence Representations with Hypernetworks (2024.acl-long)
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| Challenge: | Existing approaches to sentence embeddings do not capture fine-grained semantics of sentences. |
| Approach: | They propose a method that integrates hypernetworks with contrastive learning to generate conditioned sentence representations. |
| Outcome: | The proposed method narrows the performance gap with the bi-encoder architecture while maintaining the time efficiency characteristic of the tri-encoding approach. |