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Journal Articles
- 2022
[j1]Nakyeong Yang, Jeongje Jo, Myeong Jun Jeon, Wooju Kim, Juyoung Kang:
Semantic and explainable research-related recommendation system based on semi-supervised methodology using BERT and LDA models. Expert Syst. Appl. 190: 116209 (2022)
Conference and Workshop Papers
- 2024
- [c6]Nakyeong Yang, Taegwan Kang, Stanley Jungkyu Choi, Honglak Lee, Kyomin Jung:
Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination. ACL (1) 2024: 9061-9073 - [c5]Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung:
A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors. CIKM 2024: 2869-2878 - [c4]Kyeongman Park, Nakyeong Yang, Kyomin Jung:
LongStory: Coherent, Complete and Length Controlled Long Story Generation. PAKDD (2) 2024: 184-196 - 2023
- [c3]Nakyeong Yang, Yunah Jang, Hwanhee Lee, Seohyeong Jeong, Kyomin Jung:
Task-specific Compression for Multi-task Language Models using Attribution-based Pruning. EACL (Findings) 2023: 582-592 - 2022
- [c2]Nakyeong Yang, Taegwan Kang, Kyomin Jung:
Deriving Explainable Discriminative Attributes Using Confusion About Counterfactual Class. ICASSP 2022: 1730-1734 - 2021
- [c1]Taegwan Kang, Minwoo Lee, Nakyeong Yang, Kyomin Jung:
RABERT: Relation-Aware BERT for Target-Oriented Opinion Words Extraction. CIKM 2021: 3127-3131
Informal and Other Publications
- 2024
- [i7]Nakyeong Yang, Junseok Kim, Jiwon Moon, Yunah Jang, Kyomin Jung:
SKIP: Skill-Localized Prompt Tuning for Inference Speed Boost-Up. CoRR abs/2404.11916 (2024) - [i6]Junseok Kim, Nakyeong Yang, Kyomin Jung:
Persona is a Double-edged Sword: Enhancing the Zero-shot Reasoning by Ensembling the Role-playing and Neutral Prompts. CoRR abs/2408.08631 (2024) - 2023
- [i5]Hyukhun Koh, Haesung Pyun, Nakyeong Yang, Kyomin Jung:
Multi-View Zero-Shot Open Intent Induction from Dialogues: Multi Domain Batch and Proxy Gradient Transfer. CoRR abs/2303.13099 (2023) - [i4]Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung:
MVMR: Evaluating Natural Language Video Localization Bias over Multiple Reliable Videos Pool. CoRR abs/2309.16701 (2023) - [i3]Nakyeong Yang, Taegwan Kang, Kyomin Jung:
CRISPR: Eliminating Bias Neurons from an Instruction-following Language Model. CoRR abs/2311.09627 (2023) - [i2]Kyeongman Park, Nakyeong Yang, Kyomin Jung:
LongStory: Coherent, Complete and Length Controlled Long story Generation. CoRR abs/2311.15208 (2023) - 2022
- [i1]Nakyeong Yang, Yunah Jang, Hwanhee Lee, Seohyeong Jung, Kyomin Jung:
Attribution-based Task-specific Pruning for Multi-task Language Models. CoRR abs/2205.04157 (2022)
Coauthor Index
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