| 2025 | SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks. | Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang |
| 2025 | MedLinkDE - MedDRA Entity Linking for German with Guided Chain of Thought Reasoning. | Roman Christof, Farnaz Zeidi, Manuela Messelhuer, Dirk Mentzer, Renate Knig, Liam Harold Childs, Alexander Mehler |
| 2025 | Can Vision-Language Models Solve Visual Math Equations? | Monjoy Narayan Choudhury, Junling Wang, Yifan Hou, Mrinmaya Sachan |
| 2025 | TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection. | Manan Roy Choudhury, Anirudh Iyengar Kaniyar Narayana Iyengar, Shikhhar Siingh, Sugeeth Puranam, Vivek Gupta |
| 2025 | Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation. | Ritvik Choudhary, Rem Hida, Masaki Hamada, Hayato Futami, Toshiyuki Sekiya |
| 2025 | Benchmarking Deep Search over Heterogeneous Enterprise Data. | Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu |
| 2025 | GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder. | Seunghyuk Cho, Zhenyue Qin, Yang Liu, Youngbin Choi, Seungbeom Lee, Dongwoo Kim |
| 2025 | Rethinking DPO: The Role of Rejected Responses in Preference Misalignment. | Jae Hyeon Cho, JunHyeok Oh, Myunsoo Kim, Byung-Jun Lee |
| 2025 | MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs. | Jun Rong Brian Chong, Yixuan Tang, Anthony Kum Hoe Tung |
| 2025 | Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information. | Hojun Cho, Donghu Kim, Soyoung Yang, Chan Lee, Hunjoo Lee, Jaegul Choo |
| 2025 | MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation. | Woohyun Cho, Youngmin Kim, Sunghyun Lee, Youngjae Yu |
| 2025 | Self-Correcting Code Generation Using Small Language Models. | Jeonghun Cho, Deokhyung Kang, Hyounghun Kim, Gary Lee |
| 2025 | Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning. | Sangyeon Cho, Mingi Kim, Jinkwon Hwang, Jaehoon Go, Minuk Ma, Sunjae Yoon, Junyeong Kim |
| 2025 | On the Versatility of Sparse Autoencoders for In-Context Learning. | Ikhyun Cho, Gaeul Kwon, Julia Hockenmaier |
| 2025 | CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts. | Gihun Cho, Seunghyun Jang, Hanbin Ko, Inhyeok Baek, Chang Min Park |
| 2025 | Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer. | Euntae Choi, Sumin Song, Woosang Lim, Sungjoo Yoo |
| 2025 | Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation. | Yejin Choi, Jae-Woo Park, Janghan Yoon, Saejin Kim, Jaehyun Jeon, Youngjae Yu |
| 2025 | Conflict-Aware Soft Prompting for Retrieval-Augmented Generation. | Eunseong Choi, June Park, Hyeri Lee, Jongwuk Lee |
| 2025 | Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? | Yujin Choi, Youngjoo Park, Junyoung Byun, Jaewook Lee, Jinseong Park |
| 2025 | VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model. | Junhyuk Choi, Ro-hoon Oh, Jihwan Seol, Bugeun Kim |
| 2025 | Mamba Drafters for Speculative Decoding. | Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati |
| 2025 | Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models. | Younwoo Choi, Changling Li, Yongjin Yang, Zhijing Jin |
| 2025 | Think Clearly: Improving Reasoning via Redundant Token Pruning. | Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati |
| 2025 | CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks. | Sunguk Choi, Yonghoon Kwon, Heondeuk Lee |
| 2025 | The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems. | Chanwoo Choi, Jinsoo Kim, Sukmin Cho, Soyeong Jeong, Buru Chang |