| 2025 | Spatial Layouts in News Homepages Capture Human Preferences. | Alexander Spangher, Michael Vu, Arda Kaz, Naitian Zhou, Ben Welsh |
| 2025 | RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters. | Lucas Spangher, Rama Kumar Pasumarthi, Nick Masiewicki, William F. Arnold, Aditi Kaushal, Dale Johnson, Peter Grabowski, Eugene Ie |
| 2025 | DiNaM: Disinformation Narrative Mining with Large Language Models. | Witold Sosnowski, Arkadiusz Modzelewski, Kinga Skorupska, Adam Wierzbicki |
| 2025 | Value Profiles for Encoding Human Variation. | Taylor Sorensen, Pushkar Mishra, Roma Patel, Michael Henry Tessler, Michiel A. Bakker, Georgina Evans, Iason Gabriel, Noah D. Goodman, Verena Rieser |
| 2025 | STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance. | Prajwal Sood, Rajdeep Agrawal, Mayank Sati, Digvijay Ingle, Cijo George |
| 2025 | Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons. | Seonil Son, Ju-Min Oh, Heegon Jin, Cheolhun Jang, Jeongbeom Jeong, Kuntae Kim |
| 2025 | Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd. | Yejin Son, Saejin Kim, Dongjun Min, Youngjae Yu |
| 2025 | Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making. | Yejin Son, Minseo Kim, Sungwoong Kim, Seungju Han, Jian Kim, Dongju Jang, Youngjae Yu, Chan Young Park |
| 2025 | LimRank: Less is More for Reasoning-Intensive Information Reranking. | Tingyu Song, Yilun Zhao, Siyue Zhang, Chen Zhao, Arman Cohan |
| 2025 | JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling. | Jinwang Song, Hongying Zan, Kunli Zhang, Lingling Mu, Yingjie Han, Haobo Hua, Min Peng |
| 2025 | FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models. | Mingyang Song, Mao Zheng, Zheng Li, Wenjie Yang, Xuan Luo |
| 2025 | AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising. | Yinghao Song, Xiangji Zeng, Shuai Cui, Lu Sun, Zhaowei Liu, Yuan Yuan, Yulu Wang, Hai Zhou, Zhaohan Gong |
| 2025 | Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey. | Zirui Song, Bin Yan, Yuhan Liu, Miao Fang, Mingzhe Li, Rui Yan, Xiuying Chen |
| 2025 | Dagger Behind Smile: Fool LLMs with a Happy Ending Story. | Xurui Song, Zhixin Xie, Shuo Huai, Jiayi Kong, Jun Luo |
| 2025 | Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices. | Congzheng Song, Xinyu Tang |
| 2025 | The Hallucination Tax of Reinforcement Finetuning. | Linxin Song, Taiwei Shi, Jieyu Zhao |
| 2025 | Multilingual Verbalisation of Knowledge Graphs. | Yifei Song, William Soto Martinez, Anna Nikiforovskaya, Evan Parker Kelly Chapple, Claire Gardent |
| 2025 | Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization. | Guanghui Song, Dongping Liao, Yiren Zhao, Kejiang Ye, Chengzhong Xu, Xitong Gao |
| 2025 | Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM. | Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun, Benyou Wang |
| 2025 | Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. | Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Xin Zhao, Lei Fang, Ji-Rong Wen |
| 2025 | MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language. | Seyoung Song, Seogyeong Jeong, Eunsu Kim, Jiho Jin, Dongkwan Kim, Jay Shin, Alice Oh |
| 2025 | MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion. | Xin Song, Haiyan Liu, Haiyang Wang, Ye Wang, Kai Chen, Bin Zhou |
| 2025 | MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation. | Yifei Song, Claire Gardent |
| 2025 | Accelerated Test-Time Scaling with Model-Free Speculative Sampling. | Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati |
| 2025 | FigEx: Aligned Extraction of Scientific Figures and Captions. | Jifeng Song, Arun Das, Ge Cui, Yufei Huang |