Seongjun Yang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Machine Translation

Decoding Process

Parallel Corpus

Top Venues

Publications

Seongjun Yang, Gibbeum Lee, Jaewoong Cho, Dimitris Papailiopoulos, Kangwook Lee
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding. Trans. Mach. Learn. Res. 2024 (2024)
Seongjun Yang, Gibbeum Lee, Jaewoong Cho, Dimitris S. Papailiopoulos, Kangwook Lee
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding. CoRR (2023)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. CoRR (2023)
Hyeonji Hwang, Seongjun Yang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
Towards the Practical Utility of Federated Learning in the Medical Domain. CHIL (2023)
Radhika Dua, Seongjun Yang, Yixuan Li, Edward Choi
Task Agnostic and Post-hoc Unseen Distribution Detection. WACV (2023)
Radhika Dua, Seongjun Yang, Yixuan Li, Edward Choi
Task Agnostic and Post-hoc Unseen Distribution Detection. CoRR (2022)
Seongjun Yang, Hyeonji Hwang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi
Towards the Practical Utility of Federated Learning in the Medical Domain. CoRR (2022)
Junu Kim, Kyunghoon Hur, Seongjun Yang, Edward Choi
Universal EHR Federated Learning Framework. CoRR (2022)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. NeurIPS (2022)
Gyubok Lee, Seongjun Yang, Edward Choi
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction. ACL/IJCNLP (2) (2021)
Gyubok Lee, Seongjun Yang, Edward Choi
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction. CoRR (2021)