NLPExplorer

Jungwook Choi

Number of Papers:- 6

Number of Citations:- 0

First ACL Paper:- 2022

Latest ACL Paper:- 2024

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Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment ACL

Janghwan Lee | Seongmin Park | Sukjin Hong | Minsoo Kim | Du-Seong Chang | Jungwook Choi |

RA-LoRA: Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models F i n d i n g s - A C L

Minsoo Kim | Sihwa Lee | Wonyong Sung | Jungwook Choi |

InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP

Minsoo Kim | Kyuhong Shim | Jungwook Choi | Simyung Chang |

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers EACL

Minsoo Kim | Kyuhong Shim | Seongmin Park | Wonyong Sung | Jungwook Choi |

Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization EMNLP

Janghwan Lee | Minsoo Kim | Seungcheol Baek | Seok Hwang | Wonyong Sung | Jungwook Choi |

Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders EMNLP

Minsoo Kim | Sihwa Lee | Suk-Jin Hong | Du-Seong Chang | Jungwook Choi |

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