| 2025 | Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication. | Jocelyn J. Shen, Akhila Yerukola, Xuhui Zhou, Cynthia Breazeal, Maarten Sap, Hae-Won Park |
| 2025 | MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning. | Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao |
| 2025 | pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models. | Zhanming Shen, Tianqi Xu, Hao Wang, Jian Li, Miao Pan |
| 2025 | Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning. | Chuming Shen, Wei Wei, Dong Wang, Zhong-Hao Wang |
| 2025 | SLOT: Structuring the Output of Large Language Models. | Zhengyuan Shen, Darren Yow-Bang Wang, Soumya Smruti Mishra, Zhichao Xu, Yifei Teng, Haibo Ding |
| 2025 | Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation. | Sherrie Shen, Weixuan Wang, Alexandra Birch |
| 2025 | Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? | Siqi Shen, Mehar Singh, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Rada Mihalcea |
| 2025 | Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant. | Lei Shen, Xiaoyu Shen |
| 2025 | CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching. | Cheng Shen, Yew-Soon Ong, Joey Tianyi Zhou |
| 2025 | From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora. | Yingli Shen, Wen Lai, Shuo Wang, Ge Gao, Kangyang Luo, Alexander Fraser, Maosong Sun |
| 2025 | SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading. | Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems. | Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang |
| 2025 | Do LLMs Know and Understand Domain Conceptual Knowledge? | Sijia Shen, Feiyan Jiang, Peiyan Wang, Yubo Feng, Yuchen Jiang, Chang Liu |
| 2025 | AROMA: Autonomous Rank-one Matrix Adaptation. | Hao Nan Sheng, Zhi-Yong Wang, Hing Cheung So, Mingrui Yang |
| 2025 | Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction. | Huanxin Sheng, Xinyi Liu, Hangfeng He, Jieyu Zhao, Jian Kang |
| 2025 | Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation. | Haonan Sheng, Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | UniSpeaker: A Unified Approach for Multimodality-driven Speaker Generation. | Zhengyan Sheng, Zhihao Du, Heng Lu, Shiliang Zhang, Zhen-Hua Ling |
| 2025 | LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval. | Yanzhen Shen, Sihao Chen, Xueqiang Xu, Yunyi Zhang, Chaitanya Malaviya, Dan Roth |
| 2025 | CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency. | Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao |
| 2025 | Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values? | Hua Shen, Nicholas Clark, Tanu Mitra |
| 2025 | Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions. | Yijun Shen, Delong Chen, Fan Liu, Xingyu Wang, Chuanyi Zhang, Liang Yao, Yuhui Zheng |
| 2025 | Linear Steerability in Language Models: When It Emerges and How It Evolves. | Jianshu She, Xinyue Li, Eric P. Xing, Zhengzhong Liu, Qirong Ho |
| 2025 | A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs. | Artem Shelmanov, Ekaterina Fadeeva, Akim Tsvigun, Ivan Tsvigun, Zhuohan Xie, Igor Kiselev, Nico Daheim, Caiqi Zhang, Artem Vazhentsev, Mrinmaya Sachan, Preslav Nakov, Timothy Baldwin |
| 2025 | R-PRM: Reasoning-Driven Process Reward Modeling. | Shuaijie She, Junxiao Liu, Yifeng Liu, Jiajun Chen, Xin Huang, Shujian Huang |
| 2025 | StereoDetect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings. | Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya |