IJCNLP-AACL

mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT

Woosung (Reiss) Koh, Jeyoung Jeon, Youngjin Song, Yujin Cheon, Soowon Oh, Jaehyeong Choi, Se-Young Yun

RL-ARC: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty

Gukhyeon Lee, SangKeun Lee

Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks

Junseok Kim, Nakyeong Yang, and Kyomin Jung

Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking

Jihyun Lee, Solee Im, Wonjun Lee, Gary Geunbae Lee

Examining a Consistency of Visual Commonsense Reasoning based on Person Grounding

Huiju Kim, Youjin Kang, SangKeun Lee

Improving Neural Machine Translation with Offline Evaluations

Minkyung Park, Byung-Jun Lee

Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection

DaHyun Jung, Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Heuiseok Lim