REPAIR: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement

REPAIR: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement
Yerim Oh, Gunhee Kim
EMNLP 2026

DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues

DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues
Takyoung Kim*, Kangwook Kim*, Sanghoon Woo, Julia Hirschberg, Gunhee Kim, Dilek Hakkani-Tür
EMNLP 2026

Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations

Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations
Eunkyu Park, Wesley Hanwen Deng, Vasudha Varadarajan, Mingxi Yan, Gunhee Kim, Maarten Sap, Motahhare Eslami
EMNLP 2026

MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval

MULTI3IR: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval
Seokwon Song, Sohyeon Kim, Gunhee Kim
EMNLP 2026

STREAMALIGN: Streaming Text-Aligned Speech Tokenization

STREAMALIGN: Streaming Text-Aligned Speech Tokenization
Kangwook Kim*, Jinyoung Park*, Jinsoo Kim, Sehun Lee, Sanghoon Woo, Gunhee Kim
EMNLP 2026 (Findings)

Cognitive Chain-of-Thought (COCOT): Structured Multimodal Reasoning about Social Situations

Cognitive Chain-of-Thought (COCOT): Structured Multimodal Reasoning about Social Situations
Eunkyu Park, Wesley Hanwen Deng, Gunhee Kim, Motahhare Eslami, Maarten Sap
COLM 2026

Every Dog Has Its Day, Probably: A Balanced Synthetic Benchmark and Probabilistic Modeling for 3D Dog Pose Estimation

Every Dog Has Its Day, Probably: A Balanced Synthetic Benchmark and Probabilistic Modeling for 3D Dog Pose Estimation
Joo Young Choi*, Wonkwang Lee*, Ju-hyeong Seon, Gunhee Kim
ECCV 2026

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning
Keonhee Park, Gunhee Kim
ECCV 2026

Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection

Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection
Fatemeh Pesaran, Seyeon Choi, Xing Han Lù, Siva Reddy, Gunhee Kim
ICML 2026

WoW-Bench: Evaluating Fine-Grained Acoustic Perception in Audio-Language Models via Marine Mammal Vocalizations

WoW-Bench: Evaluating Fine-Grained Acoustic Perception in Audio-Language Models via Marine Mammal Vocalizations
Jaeyeon Kim, Heeseung Yun, Sang Hoon Woo, Chao-Han Huck Yang, Gunhee Kim
ACL 2026 Findings

Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning

Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
Dayoon Ko, Jihyuk Kim, Haeju Park, Sohyeon Kim, Dahyun Lee, Yongrae Jo, Gunhee Kim, Moontae Lee, Kyungjae Lee
ICLR 2026

Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting

Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting
Junseo Koo, Jinseo Jeong, Gunhee Kim
AAAI 2026

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering
Seokwon Song, Minsu Park, Gunhee Kim
AAAI 2026

Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span

Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
Heeseung Yun, Joonil Na, Jaeyeon Kim, Calvin Murdock, Gunhee Kim
NeurIPS 2025

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim
EMNLP 2025

Think, Verbalize, then Speak: Bridging Complex Thoughts with Comprehensible Speech

Think, Verbalize, then Speak: Bridging Complex Thoughts with Comprehensible Speech
Sanghoon Woo*, Sehun Lee*, Kangwook Kim, Gunhee Kim
EMNLP 2025

ChartCap: Mitigating Hallucination of Dense Chart Captioning

ChartCap: Mitigating Hallucination of Dense Chart Captioning
Junyoung Lim, Jaewoo Ahn, Gunhee Kim
ICCV 2025

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields
Junhyeog Yun, Minui Hong, Gunhee Kim
ICCV 2025

GradNormIR: When Should We Update the Dense Retriever in Evolving Corpora?

GradNormIR: When Should We Update the Dense Retriever in Evolving Corpora?
Dayoon Ko, Jinyoung Kim, Sohyeon Kim, Jinhyuk Kim, Jaehoon Lee, Seonghak Song, Minyoung Lee, Gunhee Kim
ACL 2025 (Findings)

LPOI: Listwise Preference Optimization for Vision Language Models

LPOI: Listwise Preference Optimization for Vision Language Models
Fatemeh Pesaran, Yoojin Oh, Gunhee Kim
ACL 2025

Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates

Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates
Jaewoo Ahn, Heeseung Yun, Dayoon Ko, Gunhee Kim
ACL 2025

How to Move Your Dragon: Text-To-Motion Synthesis For Large-Vocabulary Objects

How to Move Your Dragon: Text-To-Motion Synthesis For Large-Vocabulary Objects
Wonkwang Lee, Jongwon Jeong, Taehong Moon, Hyeonjong Kim, Jaehyeon Kim, Gunhee Kim, Byeonguk Lee
ICML 2025

ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams

ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
Chris Dongjoo Kim*, Jihwan Moon*, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim
CVPR 2025

HalLoc: Token-level Localization of Hallucinations for Vision Language Models

HalLoc: Token-level Localization of Hallucinations for Vision Language Models
Eunkyu Park*, Minyeong Kim*, Gunhee Kim
CVPR 2025

News

- Five papers accepted at EMNLP 2026 (2026-08-24)
We have five papers accepted at EMNLP 2026 (link).

- One paper accepted at COLM 2026 (2026-07-09)
We have one paper accepted at COLM 2026 (link).

- Two papers accepted at ECCV 2026 (2026-06-18)
We have two papers accepted at ECCV 2026 (link).

- Paper accepted at ICML 2026 (2026-05-22)
We have one paper accepted at ICML 2026 (link).

- Paper accepted at ACL 2026 (2026-04-07)
We have one paper accepted at ACL 2026 (link).

- Job Opening: Postdoctoral Research Fellow (2025-12-08)
박사후 연구원을 모집합니다.

- Two of our students have received 2025 Speech Processing and Spoken Language Understanding SAC Award NAACL (2025-04-20)
Our graduate student Sehun Lee and undergraduate student Kangwook Kim received 2025 NAACL SAC Award.

- 인턴 연구원 상시 모집합니다. (2024-01-31)

- Two of our students have received 2023 Qualcomm Innovation Fellowship Award (2023-11-28)
One of our Ph.D. Student have received 2023 Qualcomm Innovation Fellowship Award.