Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons. - Hwiyeol Jo; Stanley Jungkyu Choi (Rep4NLP@ACL, 2018)

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)

Towards Continual Knowledge Learning of Language Models. - Joel Jang; Seonghyeon Ye; Sohee Yang; Joongbo Shin; Janghoon Han; Gyeonghun Kim; Stanley Jungkyu Choi; Minjoon Seo (ICLR, 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)

Lightweight Feature Encoder for Wake-Up Word Detection Based on Self-Supervised Speech Representation. - Hyungjun Lim; Younggwan Kim; Kiho Yeom; Eunjoo Seo; Hoodong Lee; Stanley Jungkyu Choi; Honglak Lee (ICASSP, 2023)

Investigation of Training Mute-Expressive End-to-End Speech Separation Networks for an Unknown Number of Speakers. - Younggwan Kim; Hyungjun Lim; Kiho Yeom; Eunjoo Seo; Hoodong Lee; Stanley Jungkyu Choi; Honglak Lee (INTERSPEECH, 2023)

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning. - Janghoon Han; Changho Lee; Joongbo Shin; Stanley Jungkyu Choi; Honglak Lee; Kyunghoon Bae (ACL (Findings), 2024)

Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination. - Nakyeong Yang; Taegwan Kang; Stanley Jungkyu Choi; Honglak Lee; Kyomin Jung (ACL (1), 2024)

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 (EMNLP, 2024)

Exploring the Use of Natural Language Descriptions of Intents for Large Language Models in Zero-shot Intent Classification. - Taesuk Hong; Youbin Ahn; Dongkyu Lee; Joongbo Shin; Seungpil Won; Janghoon Han; Stanley Jungkyu Choi; Jungyun Seo (SIGDIAL, 2024)

Instruction Matters, a Simple yet Effective Task Selection Approach in Instruction Tuning for Specific Tasks. - Changho Lee; Janghoon Han; Seonghyeon Ye; Stanley Jungkyu Choi; Honglak Lee; Kyunghoon Bae (CoRR, 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)

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images. - Sungik Choi; Sungwoo Park; Jaehoon Lee; Seunghyun Kim; Stanley Jungkyu Choi; Moontae Lee (CoRR, 2024)

ICT-QA: Question Answering over Multi-modal Contexts including Image, Chart, and Text Modalities. - Youngrok Jang; Hyesoo Kong; Gyeonghun Kim; Yejin Lee; Stanley Jungkyu Choi; Kyunghoon Bae (CVPR Workshops, 2025)

KL Penalty Control via Perturbation for Direct Preference Optimization. - Sangkyu Lee; Janghoon Han; Hosung Song; Stanley Jungkyu Choi; Honglak Lee; Youngjae Yu (CoRR, 2025)

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)

LGAI-EMBEDDING-Preview Technical Report. - Jooyoung Choi; Hyun Kim; Hansol Jang; Changwook Jun; Kyunghoon Bae; Hyewon Choi; Stanley Jungkyu Choi; Honglak Lee; Chulmin Yun (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)