| 2024 | ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline. | Yifan Xu, Xiao Liu, Xinghan Liu, Zhenyu Hou, Yueyan Li, Xiaohan Zhang, Zihan Wang, Aohan Zeng, Zhengxiao Du, Wenyi Zhao, Jie Tang, Yuxiao Dong |
| 2024 | Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. | Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan |
| 2024 | Multi-dimensional Evaluation of Empathetic Dialogue Responses. | Zhichao Xu, Jiepu Jiang |
| 2024 | Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework. | Pengyu Xu, Liping Jing, Jian Yu |
| 2024 | MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration. | Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See-Kiong Ng, Jiashi Feng |
| 2024 | Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. | Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu |
| 2024 | Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression. | Zhichao Xu, Ashim Gupta, Tao Li, Oliver Bentham, Vivek Srikumar |
| 2024 | BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers. | Jiaqi Xue, Qian Lou, Mengxin Zheng |
| 2024 | Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? | Shaoyang Xu, Weilong Dong, Zishan Guo, Xinwei Wu, Deyi Xiong |
| 2024 | Course-Correction: Safety Alignment Using Synthetic Preferences. | Rongwu Xu, Yishuo Cai, Zhenhong Zhou, Renjie Gu, Haiqin Weng, Liu Yan, Tianwei Zhang, Wei Xu, Han Qiu |
| 2024 | Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System. | Wanshi Xu, Xuxin Cheng, Zhihong Zhu, Zhanpeng Chen, Yuexian Zou |
| 2024 | Quantum Recurrent Architectures for Text Classification. | Wenduan Xu, Stephen Clark, Douglas Brown, Gabriel Matos, Konstantinos Meichanetzidis |
| 2024 | NALA: an Effective and Interpretable Entity Alignment Method. | Chuanhao Xu, Jingwei Cheng, Fu Zhang |
| 2024 | Divide and Conquer: Legal Concept-guided Criminal Court View Generation. | Qi Xu, Xiao Wei, Hang Yu, Qian Liu, Hao Fei |
| 2024 | Enhancing Tool Retrieval with Iterative Feedback from Large Language Models. | Qiancheng Xu, Yongqi Li, Heming Xia, Wenjie Li |
| 2024 | Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning. | Mayi Xu, Yongqi Li, Ke Sun, Tieyun Qian |
| 2024 | MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. | Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Xin Liu, Changlong Yu, Zheng Li, Chen Luo, Qingyu Yin, Bing Yin, Long Chen, Yangqiu Song |
| 2024 | Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement. | Weimin Xiong, Yifan Song, Xiutian Zhao, Wenhao Wu, Xun Wang, Ke Wang, Cheng Li, Wei Peng, Sujian Li |
| 2024 | UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks. | Yuanhao Xiong, Yixin Nie, Haotian Liu, Boxin Wang, Jun Chen, Rong Jin, Cho-Jui Hsieh, Lorenzo Torresani, Jie Lei |
| 2024 | The Program Testing Ability of Large Language Models for Code. | Weimin Xiong, Yiwen Guo, Hao Chen |
| 2024 | EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models. | Shangyu Xing, Fei Zhao, Zhen Wu, Tuo An, Weihao Chen, Chunhui Li, Jianbing Zhang, Xinyu Dai |
| 2024 | Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA. | Xiaoying Xing, Peixi Xiong, Lei Fan, Yunxuan Li, Ying Wu |
| 2024 | DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding. | Bowen Xing, Lizi Liao, Minlie Huang, Ivor W. Tsang |
| 2024 | DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing. | Hangdi Xing, Changxu Cheng, Feiyu Gao, Zirui Shao, Zhi Yu, Jiajun Bu, Qi Zheng, Cong Yao |
| 2024 | Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering. | Chunlei Xin, Yaojie Lu, Hongyu Lin, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun |