Seonghyeon Ye

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 31

Top Topics

World Knowledge

Retrieval Model

Top Venues

Publications

Shayne Longpre, Robert Mahari, Ariel Lee, Campbell Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad A. Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester James V. Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland
Consent in Crisis: The Rapid Decline of the AI Data Commons. CoRR (2024)
Hanseok Oh, Hyunji Lee, Seonghyeon Ye, Haebin Shin, Hansol Jang, Changwook Jun, Minjoon Seo
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models. CoRR (2024)
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
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models. CoRR (2024)
Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis. Trans. Assoc. Comput. Linguistics 12 (2024)
Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following. AAAI (2024)
Changho Lee, Janghoon Han, Seonghyeon Ye, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae
Instruction Matters, a Simple yet Effective Task Selection Approach in Instruction Tuning for Specific Tasks. CoRR (2024)
Hyeonbin Hwang, Doyoung Kim, Seungone Kim, Seonghyeon Ye, Minjoon Seo
Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards. CoRR (2024)
Yujin Kim, Jaehong Yoon, Seonghyeon Ye, Sangmin Bae, Namgyu Ho, Sung Ju Hwang, Se-Young Yun
Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models. NAACL-HLT (2024)
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. ICLR (2024)
Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo
How Do Large Language Models Acquire Factual Knowledge During Pretraining? CoRR (2024)
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt. EMNLP (Findings) (2023)
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. ICLR (2023)
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning. CoRR (2023)
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. CoRR (2023)
Yujin Kim, Jaehong Yoon, Seonghyeon Ye, Sung Ju Hwang, Se-young Yun
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models. CoRR (2023)
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets. CoRR (2023)
Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo
In-Context Instruction Learning. CoRR (2023)
Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis. CoRR (2023)
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning. EMNLP (2023)
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning. ICML (2023)
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization. CoRR (2022)
Joel Jang, Seonghyeon Ye, Minjoon Seo
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts. TL4NLP (2022)
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo
Towards Continual Knowledge Learning of Language Models. ICLR (2022)
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models. CoRR (2022)
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models. EMNLP (2022)
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners. CoRR (2022)
Joel Jang, Seonghyeon Ye, Minjoon Seo
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts. CoRR (2022)
Sungjoon Park, Jiseon Kim, Seonghyeon Ye, Jaeyeol Jeon, Heeyoung Park, Alice Oh
Dimensional Emotion Detection from Categorical Emotion. EMNLP (1) (2021)
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo
Towards Continual Knowledge Learning of Language Models. CoRR (2021)
Seonghyeon Ye, Jiseon Kim, Alice Oh
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning. CoRR (2021)
Seonghyeon Ye, Jiseon Kim, Alice Oh
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning. EMNLP (1) (2021)