Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts Y Kim, HJ Kim, C Park, C Park, H Cho, J Kim, KM Yoo, S Lee, T Kim arXiv preprint arXiv:2408.01084, 2024 | | 2024 |
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices JH Lee, J Kim, JY Yang, SJ Kwon, E Yang, KM Yoo, D Lee arXiv preprint arXiv:2407.11534, 2024 | | 2024 |
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models JH Lee, JY Yang, B Heo, D Han, KM Yoo arXiv preprint arXiv:2407.12863, 2024 | | 2024 |
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection C Park, HJ Kim, J Kim, Y Kim, T Kim, H Cho, H Jo, S Lee, KM Yoo arXiv preprint arXiv:2406.16275, 2024 | | 2024 |
HyperCLOVA X Technical Report KM Yoo, J Han, S In, H Jeon, J Jeong, J Kang, H Kim, KM Kim, M Kim, ... arXiv preprint arXiv:2404.01954, 2024 | 1 | 2024 |
Kmmlu: Measuring massive multitask language understanding in korean G Son, H Lee, S Kim, S Kim, N Muennighoff, T Choi, C Park, KM Yoo, ... arXiv preprint arXiv:2402.11548, 2024 | 14 | 2024 |
Aligning Large Language Models by On-Policy Self-Judgment S Lee, S Kim, A Yousefpour, M Seo, KM Yoo, Y Yu arXiv preprint arXiv:2402.11253, 2024 | 1 | 2024 |
Memory-efficient fine-tuning of compressed large language models via sub-4-bit integer quantization J Kim, JH Lee, S Kim, J Park, KM Yoo, SJ Kwon, D Lee Advances in Neural Information Processing Systems 36, 2024 | 54 | 2024 |
Unified Speech-Text Pretraining for Spoken Dialog Modeling H Kim, S Seo, K Jeong, O Kwon, J Kim, J Lee, E Song, M Oh, S Yoon, ... arXiv preprint arXiv:2402.05706, 2024 | 4 | 2024 |
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model N Park, J Park, KM Yoo, S Yoon arXiv preprint arXiv:2311.07820, 2023 | 3 | 2023 |
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP HJ Kim, H Cho, SW Lee, J Kim, C Park, S Lee, KM Yoo, T Kim arXiv preprint arXiv:2310.14849, 2023 | 1 | 2023 |
Instruction tuning with human curriculum BW Lee, H Cho, KM Yoo arXiv preprint arXiv:2310.09518, 2023 | 6 | 2023 |
HyperT5: Towards Compute-Efficient Korean Language Modeling D Park, S Ka, KM Yoo, G Lee, J Kang Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | | 2023 |
Prompt-augmented linear probing: Scaling beyond the limit of few-shot in-context learners H Cho, HJ Kim, J Kim, SW Lee, S Lee, KM Yoo, T Kim Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 12709 …, 2023 | 18 | 2023 |
Aligning large language models through synthetic feedback S Kim, S Bae, J Shin, S Kang, D Kwak, KM Yoo, M Seo arXiv preprint arXiv:2305.13735, 2023 | 40 | 2023 |
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning H Cho, C Park, J Kim, HJ Kim, KM Yoo, S Lee arXiv preprint arXiv:2301.11660, 2023 | 2 | 2023 |
Critic-guided decoding for controlled text generation M Kim, H Lee, KM Yoo, J Park, H Lee, K Jung arXiv preprint arXiv:2212.10938, 2022 | 20 | 2022 |
Mutual information divergence: A unified metric for multimodal generative models JH Kim, Y Kim, J Lee, KM Yoo, SW Lee Advances in Neural Information Processing Systems 35, 35072-35086, 2022 | 20 | 2022 |
Enhancing out-of-distribution detection in natural language understanding via implicit layer ensemble H Cho, C Park, J Kang, KM Yoo, T Kim, S Lee arXiv preprint arXiv:2210.11034, 2022 | 6 | 2022 |
Alphatuning: Quantization-aware parameter-efficient adaptation of large-scale pre-trained language models SJ Kwon, J Kim, J Bae, KM Yoo, JH Kim, B Park, B Kim, JW Ha, N Sung, ... arXiv preprint arXiv:2210.03858, 2022 | 29 | 2022 |