EMNLP Findings

202669편

• 정교민SNU

  A Benchmark for the Generation and Evaluation of Scientific Architecture Diagrams in HTML/SVG

  Kyeongman Park, Kang-il Lee, Janghoon Han, Yerin Hwang, taegwan kang, Minwoo Lee, Changho Lee, Kyomin Jung

• 정우환KU

  A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering

  Songeun Lee, Kyungjin Min, Injae Na, Suyeong Lee, Chiyoung Kim, Woohwan Jung

• 예종철KAIST

  Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models

  Jaemin Kim, Jong Chul Ye

• 황성주KAIST

  Agentic Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

  Taeil Kim, Kangsan Kim, Sung Ju Hwang

• 유영재SNU

  Anchored by an Afterthought: Cross-Modal Numerical Anchoring in VLMs

  Taehyeon Park, Jeonghun Park, Youngjae Yu

• 최재식KAIST

  Beyond Paraphrases: Generalization Across Task Formats in Parametric Knowledge Editing

  Cheongwoong Kang, Jongeun Baek, Yeonjea Kim, Jaesik Choi

• 장백철Yonsei

  Beyond Similarity: Coverage-Aware Prompt Selection for Time Series Forecasting with LLMs

  Daeun Ji, Minkyoung Kim, Dongkuk Kim, Yohan Lee, Beomsoo Kim, Beakcheol Jang

• 김준모KAIST

  Calibration-Free Early Stopping for Chain-of-Thought Reasoning via E-processes

  Dong-Jae Lee, Gyojin Han and Junmo Kim

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  Can We Stop Malicious AI? KILLBENCH: A Benchmark for External AI Kill Switch Feasibility

  Sechan Lee, Hyounghun Kim, Sangdon Park

• 박상돈POSTECH

  Can We Stop Malicious AI? KILLBENCH: A Benchmark for External AI Kill Switch Feasibility

  Sechan Lee, Hyounghun Kim, Sangdon Park

• 이근배, 김형훈POSTECH

  Can We Stop Malicious AI? KILLBENCH: A Benchmark for External AI Kill Switch Feasibility

  Sechan Lee, Hyounghun Kim, Sangdon Park

• 정교민SNU

  CompCQR: Compositional Query Generation for Training-Free Conversational Search

  Yunah Jang, Kang-il Lee, Joongbo Shin, Kyomin Jung

• 김태섭SNU

  Compliance, Capability, and Conflict: Benchmarking Multimodal LLMs under System Messages

  Juan Yeo, Geewook Kim

• 이성환KU

  Conditioning Activation Interventions on Evolving Reasoning States in Large Language Models

  T.-W. Kim, H.-D. Kim, J.-M. Han, S.-W. Lee

• 김동우, 옥정슬, 박상돈, 박은혁POSTECH

  Confidence-Gated Transductive Test Generation for Code Reranking

  Sungjae Lee, Youngsik Yoon, Seockbean Song, Siwei Wang, Wei Chen, Jungseul Ok

• 곽수하, 조민수, 손진희POSTECH

  Cost-efficient Active Learning for Referring Image Segmentation and Grounding

  Junbeom Hong, Seonghoon Yu, Hyung Rok Jung, Sundong Kim, Jeany Son

• 임희석KU

  DART: Draft-Agreement Routing for Training-Free Adaptive Thinking Budgets in Hybrid Reasoning Models

  Jungseob Lee, Seongtae Hong, Seungjun Lee, Jaehyung Seo, Junyoung Son, Sugyeong Eo, Chanjun Park, Hyeongju Park, Hyeonseok Moon, Heuiseok Lim

• 황성주KAIST

  Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts

  Dohyeon Kim, Bedionita Soro, Sung Ju Hwang

• 강유SNU

  Dive: Accurate and Efficient Video Large Language Models for Lifespan Question via Head-wise Visual KV Cache Compression

  Sanghwa Hong, Jongjin Kim, U Kang

• 이근배, 김형훈POSTECH

  Do Vision-Language Models Understand Visual Persuasiveness? A Diagnosis via Visual Persuasive Factors

  Gyuwon Park, Hyounghun Kim

• 김상엽Yonsei

  DPA-MoE: A Runtime Precision Control Framework for MoE Inference

  J. Kim, H. Lee, S. Shin, H. Kim, D. Lee, Sangyeob Kim

• 양은호KAIST

  EMR-AGENT: An LLM Agent Framework for Cohort and Feature Extraction from Heterogeneous EHR Databases

  Kwanhyung Lee, Sungsoo Hong, Joonhyung Park, Jeonghyeop Lim, Juhwan Choi, Donghwee Yoon, Eunho Yang

• 박현우SNU

  Faithful yet Collusive: Why Chain-of-Thought Monitoring Cannot Detect Collusion in LLM Pricing Agents under Oligopolistic Competition

  Dohun Lee, Hyunwoo Park

• 정준선KAIST

  Fork-Merge Decoding: Enhancing Multimodal Understanding in Audio-Visual Large Language Models

  Chaeyoung Jung, Youngjoon Jang, Jongmin Choi, Joon Son Chung

• 김찬우KU

  HiGraph: Explicit Discrepancy Reasoning with Hierarchical Graph Propagation for Joint Pronunciation Assessment

  Hyunku Kang, Eunseo Choi, Ireh Kim, Chanwoo Kim

• 황성주KAIST

  HINT-SD: Targeted Hindsight Self-Distillation for Long-Horizon Agents

  Woongyeng Yeo, Yumin Choi, Taekyung Ki, Sung Ju Hwang

• 김주호KAIST

  Investigating Assistant Bias in LLM User Simulators Using a Role Vector

  Daeheon Jeong, Yoonjoo Lee, Eugene Choi, Sinie van der Ben, Juho Kim

• 김준모KAIST

  IWP: Token Pruning as Implicit Weight Pruning in Large Vision Language Models

  Dong-Jae Lee, Sunghyun Baek and Junmo Kim

• 최윤재KAIST

  K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance

  Eunbyeol Cho, Yunseung Lee, Mirae Kim, Jeewon Yang, Youngjun Kwak, Edward Choi

• 임경태KAIST

  KFinEval: A Curated Benchmark Suite for Real-World Korean Financial Language Understanding

  Seonkyu Lim, Bokwang Hwang, Jonghyuk Baek, Jingu Kim, Hangyeol Yoo, KyungTae Lim

• 김동현KU

  KSAFE-MM: A Multimodal Safety Benchmark via Localized Contextualization for Korean Cultural Risks

  Yongwoo Kim, Sojung An, Yunjin Park, Jungwon Yoon, Dujin Lee, HyunBeom Cho, Jaewon Lee, Wonhyuk Lee, Youngchol Kim, JeongYeop Kim, Donghyun Kim

• 김재형Yonsei

  LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training

  Minju Gwak, Minseo Kwak, Dongseok Lee, Guijin Son, Alan Ritter, Jaehyung Kim

• 오성준KAIST

  LLM generation novelty through the lens of semantic similarity

  Philipp, Ameya Prabhu, Matthias Bethge, Elisa Nguyen, Seong Joon Oh

• 김재형Yonsei

  LookBack: Where and How to Score LVLM Responses via Visual Reference Usage

  Beomsik Cho, JinHyeong Kim, Dongseok Lee, Jaehyung Kim

• 유영재SNU

  Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language

  Seungbeen Lee, Jinhong Jeong, Donghyun Kim, Yejin Son, Youngjae Yu

• 예종철KAIST

  PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation

  Chaeyoung Huh, Hyunmin Hwang, Jung Hwan Shin, Sungyang Jo, Jinse Park, Jong Chul Ye

• 정교민SNU

  Personalized Privacy Control in LLMs via Attention Head Intervention

  Junseok Kim, Nakyeong Yang, Kyomin Jung

• 임경태KAIST

  Planning Before Reasoning: A Vision-Language Dataset for Structured Stepwise Reasoning in Document Understanding

  DongJae Shin, Hangyeol Yoo, Yerin Nam, Hoyeon Shin, SeungWoo Song, Seohyun Song, Donghun Yang, KyungTae Lim

• 윤세영KAIST

  PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization

  Boryeong Cho, Sumyeong Ahn^, Se-Young Yun^

• 김기응KAIST

  PRISM-VLM: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models

  Sanghee Park, Kee-Eung Kim