.js-id-llm
Embodied AI LLM Audio Federated Learning More
MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts
Wei Tao, Haocheng Lu, Xiaoyang Qu, Bin Zhang, Kai Lu, Jiguang Wan, Jianzong Wang
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MADLLM: Multivariate Anomaly Detection via Pre-trained LLMs
Wei Tao, Xiaoyang Qu, Kai Lu, Jiguang Wan, Guokuan Li, Jianzong Wang
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Logic Consistency Makes Large Language Models Personalized Reasoning Teachers
Bingyuan Zhang, Xulong Zhang, Yong Zhang, Jun Yu, Jianzong Wang
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Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy
Ziqi Jia, Junjie Li, Xiaoyang Qu, Jianzong Wang
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Cocktail:Chunk-AdaptiveMixed-Precision Ouanization for Long-Context LLM inference
Wei Tao, Bin Zhang, Xiaoyang Qu, Jiguang Wan, Jianzong Wang
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Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
Ming Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng, Tianyi Zhou
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QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering
Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
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From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao
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INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-incremental Learning
Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang
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Leveraging Biases in Large Language Models: bias-kNN for Effective Few-Shot Learning
Yong Zhang, Hanzhang Li, Zhitao Li, Ning Cheng, Ming Li, Jing Xiao, Jianzong Wang
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P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer
Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang
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On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models
Tong Ye, Shijing Si, Jianzong Wang, Ning Cheng, Zhitao Li, Jing Xiao
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PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter
Haoyan Yang, Zhitao Li, Yong Zhang, Jianzong Wang, Ning Cheng, Ming Li, Jing Xiao
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Sparks of Large Audio Models: A Survey and Outlook
Siddique Latif, Moazzam Shoukat, Fahad Shamshad, Muhammad Usama, Yi Ren, Heriberto Cuayáhuitl, Wenwu Wang, Xulong Zhang, Roberto Togneri, Björn W. Schuller
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Prompt Guided Copy Mechanism for Conversational Question Answering
Yong Zhang, Zhitao Li, Jianzong Wang, Yiming Gao, Ning Cheng, Fengying Yu, Jing Xiao
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Self-Attention for Incomplete Utterance Rewriting
Yong Zhang, Zhitao Li, Jianzong Wang, Ning Cheng, Jing Xiao
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VU-BERT: A Unified Framework for Visual Dialog
Tong Ye, Shijing Si, Jianzong Wang, Rui Wang, Ning Cheng, Jing Xiao
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Semantic Extraction for Sentence Representation via Reinforcement Learning
Fengying Yu, Dewei Tao, Jianzong Wang, Yanfei Hui, Ning Cheng, Jing Xiao
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Self-supervised Learning for Semantic Sentence Matching with Dense Transformer Inference Network
Fengying Yu, Jianzong Wang, Dewei Tao, Ning Cheng, Jing Xiao
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