Seonghyeon Ye
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
6
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Magma: A Foundation Model for Multimodal AI Agents. | Jianwei Yang, Reuben Tan, Qianhui Wu, Ruijie Zheng, Baolin Peng, Yongyuan Liang, Yu Gu, Mu Cai, Seonghyeon Ye, Joel Jang, Yuquan Deng, Jianfeng Gao |
| 2025 | ICLR | Latent Action Pretraining from Videos. | Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo |
| 2025 | NAACL | The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models. | Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo |
| 2024 | AAAI | Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following. | Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo |
| 2024 | EMNLP | Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards. | Hyeonbin Hwang, Doyoung Kim, Seungone Kim, Seonghyeon Ye, Minjoon Seo |
| 2024 | EMNLP | Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks. | Changho Lee, Janghoon Han, Seonghyeon Ye, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae |
| 2024 | ICLR | FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. | Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo |
| 2024 | NAACL | Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models. | Yujin Kim, Jaehong Yoon, Seonghyeon Ye, Sangmin Bae, Namgyu Ho, Sung Ju Hwang, Se-Young Yun |
| 2023 | EMNLP | The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. | Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo |
| 2023 | EMNLP | Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt. | Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo |
| 2023 | ICLR | Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. | Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo |
| 2023 | ICML | Exploring the Benefits of Training Expert Language Models over Instruction Tuning. | Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo |
| 2022 | EMNLP | TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models. | Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo |
| 2022 | ICLR | Towards Continual Knowledge Learning of Language Models. | Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo |
| 2021 | EMNLP | Dimensional Emotion Detection from Categorical Emotion. | Sungjoon Park, Jiseon Kim, Seonghyeon Ye, Jaeyeol Jeon, Heeyoung Park, Alice Oh |
| 2021 | EMNLP | Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning. | Seonghyeon Ye, Jiseon Kim, Alice Oh |