Context aware Named Entity Recognition and Relation Extraction with Domain-specific language model. - Youngrok Jang; Hosung Song; Junho Lee; Gyeonghun Kim; Yireun Kim; Stanley Jungkyu Choi; Honglak Lee; Kyunghoon Bae (CLEF (Working Notes), 2022)

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Kojiro Machi; Masaharu Yoshioka; Youngrok Jang; et al. (CLEF (Working Notes), 2022)

External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems. - Janghoon Han; Joongbo Shin; Hosung Song; Hyunjik Jo; Gyeonghun Kim; Yireun Kim; Stanley Jungkyu Choi (CoRR, 2022)

Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration. - Dongkyu Lee; Gyeonghun Kim; Janghoon Han; Taesuk Hong; Yireun Kim; Stanley Jungkyu Choi; Nevin L. Zhang (ACL (Findings), 2023)

In-Context Instruction Learning. - Seonghyeon Ye; Hyeonbin Hwang; Sohee Yang; Hyeongu Yun; Yireun Kim; Minjoon Seo (CoRR, 2023)

Boosting Cross-lingual Transferability in Multilingual Models via In-Context Learning. - Sunkyoung Kim 002; Dayeon Ki; Yireun Kim; Jinsik Lee (CoRR, 2023)

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following. - Seonghyeon Ye; Hyeonbin Hwang; Sohee Yang; Hyeongu Yun; Yireun Kim; Minjoon Seo (AAAI, 2024)

ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval. - Soyoung Yoon; Eunbi Choi; Jiyeon Kim; Hyeongu Yun; Yireun Kim; Seung-won Hwang (ACL (1), 2024)

Block Transformer: Global-to-Local Language Modeling for Fast Inference. - Namgyu Ho; Sangmin Bae; Taehyeon Kim 001; Hyunjik Jo; Yireun Kim; Tal Schuster; Adam Fisch; James Thorne; Se-Young Yun (NeurIPS, 2024)

EXAONE 3.0 7.8B Instruction Tuned Language Model. - Soyoung An; Kyunghoon Bae; Eunbi Choi; Stanley Jungkyu Choi; Yemuk Choi; Seokhee Hong; Yeonjung Hong; Junwon Hwang; Hyojin Jeon; Gerrard Jeongwon Jo; Hyunjik Jo; Jiyeon Jung; et al. (CoRR, 2024)

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases. - LG AI Research; Soyoung An; Kyunghoon Bae; Eunbi Choi; Kibong Choi; Stanley Jungkyu Choi; Seokhee Hong; Junwon Hwang; Hyojin Jeon; Gerrard Jeongwon Jo; Hyunjik Jo; Jiyeon Jung; et al. (CoRR, 2024)

EXAONE Deep: Reasoning Enhanced Language Models. - LG AI Research; Kyunghoon Bae; Eunbi Choi; Kibong Choi; Stanley Jungkyu Choi; Yemuk Choi; Seokhee Hong; Junwon Hwang; Hyojin Jeon; Kijeong Jeon; Gerrard Jeongwon Jo; Hyunjik Jo; et al. (CoRR, 2025)

Reasoning Models Better Express Their Confidence. - Dongkeun Yoon; Seungone Kim; Sohee Yang; Sunkyoung Kim 002; Soyeon Kim; Yongil Kim; Eunbi Choi; Yireun Kim; Minjoon Seo (CoRR, 2025)

EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes. - Kyunghoon Bae; Eunbi Choi; Kibong Choi; Stanley Jungkyu Choi; Yemuk Choi; Kyubeen Han; Seokhee Hong; Junwon Hwang; Taewan Hwang; Joonwon Jang; Hyojin Jeon; Kijeong Jeon; et al. (CoRR, 2025)