Publications / Domestic Conferences & Theses

EDT5: Proposed Embedding Model of T5 Encoder-Decoder Structure

KSC 2022 · Outstanding Paper Award · Dec 2022

Joongmin Shin*, Jugyung Jung, Jung-Hun Lee, Sanghyun Cho, Minho Kim, Miyeon Kim, Hyuk-Chul Kwon

Abstract

Analyzed the structure of T5 and proposed a model architecture that uses both the encoder and decoder for embedding, moving beyond the previous approach that only utilized the encoder for embedding and fine-tuning.

Key Contribution

Proposed encoder-decoder embedding architecture for T5, improving upon encoder-only approaches.

T5embeddingencoder-decoder