COLING

202510편

• 한요섭Yonsei

  Analyzing Offensive Language Dataset Insights from Training Dynamics and Human Agreement Level

  Do-Kyung Kim, Hyeseon Ahn, Youngwook Kim, Yo-Sub Han

• 정우환KU

  DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters

  Daeyoung Hong, Woohwan Jung, Kyuseok Shim

• 이재윤SNU

  Improving NMT models by REtrofitting Quality Estimators into Trainable Energy Loss

  Gahyun Yoo, Jay-Yoon Lee

• 임희석KU

  MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer

  Seongtae Hong, Seungyoon Lee, Hyeonseok Moon, Heuiseok Lim

• 황승원SNU

  PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

  Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim, Seung-won Hwang.

• 임희석KU

  Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models

  Dahyun Kim, Sukyung Lee, Yungi Kim, Attapol Rutherford, Chanjun Park

• 정교민SNU

  Return of EM: Entity-driven Answer Set Expansion for QA Evaluation

  Dongryeol Lee, Minwoo Lee, Kyungmin Min, Joonsuk Park, and Kyomin Jung

• 임경태KAIST

  SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors

  Cheoneum Park, Seohyeong Jeong, Minsang Kim, Yong-Hun Lee, KyungTae Lim

• 임희석KU

  sDPO: Don’t Use Your Data All at Once

  Dahyun Kim, Yungi Kim, Wonho Song, Hyeonwoo Kim, Yunsu Kim, Sanghoon Kim, Chanjun Park

• 임경태KAIST

  VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation

  Hyeonseok Lim*, Dongjae Shin*, Seohyun Song, Inho Won, Minjun Kim, Junghun Yuk, Haneol Jang, KyungTae Lim