| 2024 | ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors. | Zhexin Zhang, Yida Lu, Jingyuan Ma, Di Zhang, Rui Li, Pei Ke, Hao Sun, Lei Sha, Zhifang Sui, Hongning Wang, Minlie Huang |
| 2024 | Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. | Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola Garca-Perera, Engsiong Chng, Lina Yao |
| 2024 | Collaborative Performance Prediction for Large Language Models. | Qiyuan Zhang, Fuyuan Lyu, Xue Liu, Chen Ma |
| 2024 | GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language Illustration. | Linhao Zhang, Jintao Liu, Li Jin, Hao Wang, Kaiwen Wei, Guangluan Xu |
| 2024 | UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition. | Zhenrong Zhang, Shuhang Liu, Pengfei Hu, Jiefeng Ma, Jun Du, Jianshu Zhang, Yu Hu |
| 2024 | Visual Question Decomposition on Multimodal Large Language Models. | Haowei Zhang, Jianzhe Liu, Zhen Han, Shuo Chen, Bailan He, Volker Tresp, Zhiqiang Xu, Jindong Gu |
| 2024 | Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP. | Zeliang Zhang, Zhuo Liu, Mingqian Feng, Chenliang Xu |
| 2024 | SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning. | Fu Zhang, Jinghao Lin, Jingwei Cheng |
| 2024 | Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity. | Bowen Zhang, Chunping Li |
| 2024 | Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss. | Bowen Zhang, Chunping Li |
| 2024 | PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models. | Huixuan Zhang, Yun Lin, Xiaojun Wan |
| 2024 | Working Memory Identifies Reasoning Limits in Language Models. | Chunhui Zhang, Yiren Jian, Zhongyu Ouyang, Soroush Vosoughi |
| 2024 | RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance. | Tianyang Zhang, Zhuoxuan Jiang, Shengguang Bai, Tianrui Zhang, Lin Lin, Yang Liu, Jiawei Ren |
| 2024 | TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging. | Liang Zhang, Anwen Hu, Haiyang Xu, Ming Yan, Yichen Xu, Qin Jin, Ji Zhang, Fei Huang |
| 2024 | TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. | Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng, Yurui Dong, Yujiong Shen, Shihan Dou, Jun Zhao, Junjie Ye, Qi Zhang, Tao Gui, Xuanjing Huang |
| 2024 | Calibrating the Confidence of Large Language Models by Eliciting Fidelity. | Mozhi Zhang, Mianqiu Huang, Rundong Shi, Linsen Guo, Chong Peng, Peng Yan, Yaqian Zhou, Xipeng Qiu |
| 2024 | PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study. | Yuqing Zhang, Baoyi He, Yihan Chen, Hangqi Li, Han Yue, Shengyu Zhang, Huaiyong Dou, Junchi Yan, Zemin Liu, Yongquan Zhang, Fei Wu |
| 2024 | Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. | Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua |
| 2024 | Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners. | Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang |
| 2024 | mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture. | Wei Zhang, Hongcheng Guo, Jian Yang, Zhoujin Tian, Yi Zhang, Chaoran Yan, Zhoujun Li, Tongliang Li, Xu Shi, Liangfan Zheng, Bo Zhang |
| 2024 | PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion. | Zekai Zhang, Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan |
| 2024 | Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. | Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang |
| 2024 | Do We Need Language-Specific Fact-Checking Models? The Case of Chinese. | Caiqi Zhang, Zhijiang Guo, Andreas Vlachos |
| 2024 | SecCoder: Towards Generalizable and Robust Secure Code Generation. | Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin |
| 2024 | DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting. | Xuanming Zhang, Anthony Diaz, Zixun Chen, Qingyang Wu, Kun Qian, Erik Voss, Zhou Yu |