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Publication search results
found 162 matches
- 2024
- Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi:
Transformers and large language models in healthcare: A review. Artif. Intell. Medicine 154: 102900 (2024) - Zhi Li, Qing Wang, Jia-Qiang Wang
, Han-Bing Qu, Jichang Dong, Zhi Dong:
ELSTM: An improved long short-term memory network language model for sequence learning. Expert Syst. J. Knowl. Eng. 41(6) (2024) - Jiaqi Bai
, Zhao Yan, Shun Zhang, Jian Yang
, Hongcheng Guo
, Zhoujun Li
:
Infusing internalized knowledge of language models into hybrid prompts for knowledgeable dialogue generation. Knowl. Based Syst. 296: 111874 (2024) - Jiaqi Yan, Qianhui Liu, Malu Zhang
, Lang Feng
, De Ma, Haizhou Li, Gang Pan:
Efficient spiking neural network design via neural architecture search. Neural Networks 173: 106172 (2024) - Kun Ye
, Sheng Wu, Yongbin Cai, Lang Zhou, Lijun Xiao, Xuebo Zhang
, Zheng Zheng, Jiaqing Lin:
Transfer-Learning-Based Human Activity Recognition Using Antenna Array. Remote. Sens. 16(5): 845 (2024) - Jiaqi Ruan
, Gaoqi Liang
, Huan Zhao
, Guolong Liu
, Xianzhuo Sun, Jing Qiu
, Zhao Xu
, Fushuan Wen
, Zhao Yang Dong
:
Applying Large Language Models to Power Systems: Potential Security Threats. IEEE Trans. Smart Grid 15(3): 3333-3336 (2024) - Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao:
Small Language Model Can Self-Correct. AAAI 2024: 18162-18170 - Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Jiaqing Liang, Yanghua Xiao:
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024: 18188-18196 - Jiaqi Xu, Bo Liu, Yunkuo Chen, Mengli Cheng, Xing Shi:
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling. AAAI 2024: 6297-6305 - Jiaqi Chen, Bingqian Lin, Ran Xu, Zhenhua Chai, Xiaodan Liang, Kwan-Yee Kenneth Wong:
MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation. ACL (1) 2024: 9796-9810 - Yuyan Chen, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao:
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL (Findings) 2024: 2225-2238 - Nianqi Li, Jingping Liu, Sihang Jiang, Haiyun Jiang, Yanghua Xiao, Jiaqing Liang, Zujie Liang, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han:
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models. ACL (Findings) 2024: 13737-13747 - Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng:
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. ACL (Findings) 2024: 9863-9875 - Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Zifeng Wang, Jiaqi Mu, Hao Zhang, Chen-Yu Lee, Nan Hua:
LMDX: Language Model-based Document Information Extraction and Localization. ACL (Findings) 2024: 15140-15168 - Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. ACL (1) 2024: 1249-1265 - Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao:
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. ACL (Findings) 2024: 13379-13389 - Jiaqi Zhao, Miao Zhang, Chao Zeng, Ming Wang, Xuebo Liu, Liqiang Nie:
LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models. ACL (1) 2024: 2240-2255 - Paramveer S. Dhillon
, Somayeh Molaei
, Jiaqi Li
, Maximilian Golub
, Shaochun Zheng
, Lionel Peter Robert
:
Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models. CHI 2024: 1044:1-1044:18 - Zepeng Ding, Wenhao Huang, Jiaqing Liang, Yanghua Xiao, Deqing Yang:
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction. LREC/COLING 2024: 8890-8901 - Guochao Jiang, Ziqin Luo, Yuchen Shi, Dixuan Wang, Jiaqing Liang, Deqing Yang:
ToNER: Type-oriented Named Entity Recognition with Generative Language Model. LREC/COLING 2024: 16251-16262 - Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen:
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. ICDE 2024: 789-802 - Tonghui Ren, Yuankai Fan, Zhenying He, Ren Huang, Jiaqi Dai, Can Huang, Yinan Jing, Kai Zhang, Yifan Yang, X. Sean Wang:
PURPLE: Making a Large Language Model a Better SQL Writer. ICDE 2024: 15-28 - Hongcheng Guo, Jian Yang, Jiaheng Liu, Liqun Yang, Linzheng Chai, Jiaqi Bai, Junran Peng, Xiaorong Hu, Chao Chen, Dongfeng Zhang, Xu Shi, Tieqiao Zheng, Liangfan Zheng, Bo Zhang, Ke Xu, Zhoujun Li:
OWL: A Large Language Model for IT Operations. ICLR 2024 - Lipeng Ma
, Weidong Yang
, Bo Xu
, Sihang Jiang
, Ben Fei
, Jiaqing Liang
, Mingjie Zhou
, Yanghua Xiao
:
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding. ICSE 2024: 32:1-32:13 - Kun Qian
, Yongqing Xi
, Jiamin Cao
, Jiaqi Gao
, Yichi Xu
, Yu Guan
, Binzhang Fu
, Xuemei Shi
, Fangbo Zhu
, Rui Miao
, Chao Wang
, Peng Wang
, Pengcheng Zhang
, Xianlong Zeng
, Eddie Ruan
, Zhiping Yao
, Ennan Zhai
, Dennis Cai
:
Alibaba HPN: A Data Center Network for Large Language Model Training. SIGCOMM 2024: 691-706 - Jinglong Luo, Yehong Zhang, Jiaqi Zhang, Xin Mu, Hui Wang, Yue Yu, Zenglin Xu:
SecFormer: Towards Fast and Accurate Privacy-Preserving Inference for Large Language Models. CoRR abs/2401.00793 (2024) - Jiaqi Wang, Zihao Wu, Yiwei Li, Hanqi Jiang, Peng Shu, Enze Shi, Huawen Hu, Chong Ma, Yiheng Liu, Xuhui Wang, Yincheng Yao, Xuan Liu, Huaqin Zhao, Zhengliang Liu, Haixing Dai, Lin Zhao, Bao Ge, Xiang Li, Tianming Liu, Shu Zhang:
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives. CoRR abs/2401.04334 (2024) - Jiaqi Wang, Yuying Chang, Zhong Li, Ning An, Qi Ma, Lei Hei, Haibo Luo, Yifei Lu, Feiliang Ren:
TechGPT-2.0: A large language model project to solve the task of knowledge graph construction. CoRR abs/2401.04507 (2024) - Xintao Wang, Zhouhong Gu, Jiaqing Liang, Dakuan Lu, Yanghua Xiao, Wei Wang:
ConcEPT: Concept-Enhanced Pre-Training for Language Models. CoRR abs/2401.05669 (2024) - Haixia Han, Jiaqing Liang, Jie Shi, Qianyu He, Yanghua Xiao:
Small Language Model Can Self-correct. CoRR abs/2401.07301 (2024)
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