| 2025 | Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models. | Manveer Singh Tamber, Jasper Xian, Jimmy Lin |
| 2025 | Can GPT-4 Sway Experts' Investment Decisions? | Takehiro Takayanagi, Hiroya Takamura, Kiyoshi Izumi, Chung-Chi Chen |
| 2025 | Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities. | Yuki Tagawa, Yohei Momoki, Norihisa Nakano, Ryota Ozaki, Motoki Taniguchi, Masatoshi Hori, Noriyuki Tomiyama |
| 2025 | Hierarchical Speculative Decoding with Dynamic Window. | Shensian Syu, Hung-yi Lee |
| 2025 | Efficient One-shot Compression via Low-Rank Local Feature Distillation. | Yaya Sy, Christophe Cerisara, Irina Illina |
| 2025 | Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions. | Toma Suzuki, Ayuki Katayama, Seiji Gobara, Ryo Tsujimoto, Hibiki Nakatani, Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe |
| 2025 | AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents. | Zhe Su, Xuhui Zhou, Sanketh Rangreji, Anubha Kabra, Julia Mendelsohn, Faeze Brahman, Maarten Sap |
| 2025 | CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts. | Zhenpeng Su, Xing Wu, Zijia Lin, Yizhe Xiong, Minxuan Lv, Guangyuan Ma, Hui Chen, Songlin Hu, Guiguang Ding |
| 2025 | SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection. | Nikita Sushko, Alexander Panchenko, Elena Tutubalina |
| 2025 | VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation. | Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha |
| 2025 | DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications. | Sathya Krishnan Suresh, Mengjun Wu, Tushar Pranav, Engsiong Chng |
| 2025 | Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation. | Liwen Sun, James (Jialun) Zhao, Wenjing Han, Chenyan Xiong |
| 2025 | Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation. | Yirong Sun, Dawei Zhu, Yanjun Chen, Erjia Xiao, Xinghao Chen, Xiaoyu Shen |
| 2025 | LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models. | Yizheng Sun, Yanze Xin, Hao Li, Jingyuan Sun, Chenghua Lin, Riza Batista-Navarro |
| 2025 | Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs. | Huaman Sun, Jiaxin Pei, Minje Choi, David Jurgens |
| 2025 | GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design. | Yuanfu Sun, Zhengnan Ma, Yi Fang, Jing Ma, Qiaoyu Tan |
| 2025 | Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities. | Chung-En Sun, Xiaodong Liu, Weiwei Yang, Tsui-Wei Weng, Hao Cheng, Aidan San, Michel Galley, Jianfeng Gao |
| 2025 | How much do contextualized representations encode long-range context? | Simeng Sun, Cheng-Ping Hsieh |
| 2025 | Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness. | Yoo Yeon Sung, Maharshi Gor, Eve Fleisig, Ishani Mondal, Jordan Lee Boyd-Graber |
| 2025 | DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback. | Jiao Sun, Deqing Fu, Yushi Hu, Su Wang, Royi Rassin, Da-Cheng Juan, Dana Alon, Charles Herrmann, Sjoerd van Steenkiste, Ranjay Krishna, Cyrus Rashtchian |
| 2025 | Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction. | Hui Sun, Rongxin Chen |
| 2025 | Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework. | Jingyi Sun, Pepa Atanasova, Isabelle Augenstein |
| 2025 | A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation. | Xuanyu Su, Yansong Li, Diana Inkpen, Nathalie Japkowicz |
| 2025 | Paraphrase-based Contrastive Learning for Sentence Pair Modeling. | Seiji Sugiyama, Risa Kondo, Tomoyuki Kajiwara, Takashi Ninomiya |
| 2025 | Developing Japanese CLIP Models Leveraging an Open-weight LLM for Large-scale Dataset Translation. | Issa Sugiura, Shuhei Kurita, Yusuke Oda, Daisuke Kawahara, Naoaki Okazaki |