Accepted Papers

[16] Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning [pdf]
Nakyeong Yang, Dong-kyum Kim, Jea Kwon, Minsung Kim, Kyomin Jung, Meeyoung Cha
ICLR 2026
Internship at Max Planck Institute for Security and Privacy (MPI-SP)
[15] Bilinear relational structure fixes reversal curse and enables consistent model editing [pdf]
Dong-kyum Kim, Minsung Kim, Jea Kwon, Nakyeong Yang, Meeyoung Cha
ICLR 2026
Internship at Max Planck Institute for Security and Privacy (MPI-SP)
[14] Persona Switch: Mixing Distinct Perspectives in Decoding Time [pdf]
Junseok Kim, Nakyeong Yang, Kyomin Jung
EACL 2026 Findings
[13] Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning [pdf]
Sangmook Lee, Dohyung Kim, Hyukhun Koh, Nakyeong Yang, Kyomin Jung
AAAI 2026
[12] Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks [pdf]
Junseok Kim, Nakyeong Yang, Kyomin Jung
IJCNLP-AACL 2025 Findings
[11] FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge [pdf] [data]
Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung
EMNLP 2025
Joint work with Adobe Research
[10] Avoidance Decoding for Diverse Multi-Branch Story Generation [pdf]
Kyeongman Park, Nakyeong Yang, Kyomin Jung
EMNLP 2025
[9] Unplug and Play Language Models: Decomposing Experts in Language Models at Inference Time [pdf]
Nakyeong Yang, Jiwon Moon, Junseok Kim, Yunah Jang, Kyomin Jung
CIKM 2025 (Oral)
[8] MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors [pdf] [data]
Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung
CIKM 2024 (Oral)
Joint work with Adobe Research
[7] Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination [pdf]
Nakyeong Yang, Taegwan Kang, Jungkyu Choi, Honglak Lee, Kyomin Jung
ACL 2024
Internship at LG AI Research
[6] LongStory: Coherent, Complete and Length Controlled Long story Generation [pdf]
Kyeongman Park, Nakyeong Yang, Kyomin Jung
PAKDD 2024 (Oral)
[5] Task-specific Compression for Multi-task Language Models using Attribution-based Pruning [pdf]
Nakyeong Yang, Yunah Jang, Hwanhee Lee, Seohyeong Jeong, Kyomin Jung
EACL 2023 Findings
[4] Multi-View Zero-Shot Open Intent Induction from Dialogues: Multi Domain Batch and Proxy Gradient Transfer [pdf]
Hyukhun Koh, Haesung Pyun, Nakyeong Yang, Kyomin Jung
SIGDial 2023 Workshop (DSTC 11)
[3] Deriving Explainable Discriminative Attributes Using Confusion About Counterfactual Class [pdf]
Nakyeong Yang, Taegwan Kang, Kyomin Jung
ICASSP 2022 (Oral)
[2] Semantic and Explainable Research-related Recommendation System based on Semi-supervised Methodology using BERT and LDA models [pdf]
Nakyeong Yang, Jeongje Jo, Myeongjun Jeon, Wooju Kim, Juyoung Kang
Expert Systems with Applications (2022)
[1] RABERT: Relation-Aware BERT for Target-Oriented Opinion Words Extraction [pdf]
Taegwan Kang, Minwoo Lee, Nakyeong Yang, Kyomin Jung
CIKM 2021

ArXiv

[3] Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning [pdf]
Junseok Kim, Nakyeong Yang, Kyungmin Min, Kyomin Jung
[2] Training Dynamics of Parametric and In-Context Knowledge Utilization in Language Models [pdf]
Minsung Kim, Dong-kyum Kim, Jea Kwon, Nakyeong Yang, Kyomin Jung, Meeyoung Cha
Internship at Max Planck Institute for Security and Privacy (MPI-SP)
[1] Rethinking Post-Unlearning Behavior of Large Vision-Language Models [pdf]
Minsung Kim, Nakyeong Yang, Kyomin Jung