| 2024 | Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. | Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen |
| 2024 | Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia. | Zhejian Zhou, Jiayu Wang, Dahua Lin, Kai Chen |
| 2024 | Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning. | Yuanpin Zhou, Huogen Wang |
| 2024 | Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models. | Yuqing Zhou, Ruixiang Tang, Ziyu Yao, Ziwei Zhu |
| 2024 | MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic. | Yuyan Zhou, Liang Song, Bingning Wang, Weipeng Chen |
| 2024 | Semantics and Sentiment: Cross-lingual Variations in Emoji Use. | Giulio Zhou, Sydelle De Souza, Ella Markham, Oghenetekevwe Kwakpovwe, Sumin Zhao |
| 2024 | Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs. | Xuhui Zhou, Zhe Su, Tiwalayo Eisape, Hyunwoo Kim, Maarten Sap |
| 2024 | Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs. | Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2024 | A Usage-centric Take on Intent Understanding in E-Commerce. | Wendi Zhou, Tianyi Li, Pavlos Vougiouklis, Mark Steedman, Jeff Z. Pan |
| 2024 | Virtual Context Enhancing Jailbreak Attacks with Special Token Injection. | Yuqi Zhou, Lin Lu, Ryan Sun, Pan Zhou, Lichao Sun |
| 2024 | Leveraging Web-Crawled Data for High-Quality Fine-Tuning. | Jing Zhou, Chenglin Jiang, Wei Shen, Xiao Zhou, Xiaonan He |
| 2024 | R³-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL. | Yuhang Zhou, Yu He, Siyu Tian, Yuchen Ni, Zhangyue Yin, Xiang Liu, Chuanjun Ji, Sen Liu, Xipeng Qiu, Guangnan Ye, Hongfeng Chai |
| 2024 | An LLM Feature-based Framework for Dialogue Constructiveness Assessment. | Lexin Zhou, Youmna Farag, Andreas Vlachos |
| 2024 | GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation. | Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang, Haibo Shi, Junfeng Wang, Dawei Yin |
| 2024 | Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. | Yi Zhou, Danushka Bollegala, Jos Camacho-Collados |
| 2024 | WPO: Enhancing RLHF with Weighted Preference Optimization. | Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu |
| 2024 | The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis. | Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He |
| 2024 | Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. | Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang |
| 2024 | CharacterGLM: Customizing Social Characters with Large Language Models. | Jinfeng Zhou, Zhuang Chen, Dazhen Wan, Bosi Wen, Yi Song, Jifan Yu, Yongkang Huang, Pei Ke, Guanqun Bi, Libiao Peng, Jiaming Yang, Xiyao Xiao, Sahand Sabour, Xiaohan Zhang, Wenjing Hou, Yijia Zhang, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang |
| 2024 | Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction. | Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han |
| 2024 | Beyond Embeddings: The Promise of Visual Table in Visual Reasoning. | Yiwu Zhong, Zi-Yuan Hu, Michael R. Lyu, Liwei Wang |
| 2024 | Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL. | Qihuang Zhong, Kunfeng Chen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | Safely Learning with Private Data: A Federated Learning Framework for Large Language Model. | Jiaying Zheng, Hainan Zhang, Lingxiang Wang, Wangjie Qiu, Hongwei Zheng, Zhi Ming Zheng |
| 2024 | SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models. | Huanran Zheng, Wei Zhu, Xiaoling Wang |
| 2024 | OpenResearcher: Unleashing AI for Accelerated Scientific Research. | Yuxiang Zheng, Shichao Sun, Lin Qiu, Dongyu Ru, Cheng Jiayang, Xuefeng Li, Jifan Lin, Binjie Wang, Yun Luo, Renjie Pan, Yang Xu, Qingkai Min, Zizhao Zhang, Yiwen Wang, Wenjie Li, Pengfei Liu |