SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors

Authors: Chen, Yang, Wang, Hui, Wang, Shiyao, Chen, Junyang, He, Jiabei, Zhou, Jiaming, Yang, Xi, Wang, Yequan, Lin, Yonghua, Qin, Yong

Subject Terms: Computer Science - Computation and Language, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2503.16578

Position-Aware Depth Decay Decoding ($D^3$): Boosting Large Language Model Inference Efficiency

Authors: Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.08524

Capability Localization: Capabilities Can be Localized rather than Individual Knowledge

Authors: Huang, Xiusheng, Liu, Jiaxiang, Wang, Yequan, Zhao, Jun, Liu, Kang

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.20992

CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition

Authors: Zhou, Jiaming, Guo, Yujie, Zhao, Shiwan, Sun, Haoqin, Wang, Hui, He, Jiabei, Kong, Aobo, Wang, Shiyao, Yang, Xi, Wang, Yequan, Lin, Yonghua, Qin, Yong

Subject Terms: Computer Science - Computation and Language, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2502.18913

Few-Shot Learner Generalizes Across AI-Generated Image Detection

Authors: Wu, Shiyu, Liu, Jing, Li, Jing, Wang, Yequan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2501.08763

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering

Authors: Lu, Yifan, Zhou, Yigeng, Li, Jing, Wang, Yequan, Liu, Xuebo, He, Daojing, Liu, Fangming, Zhang, Min

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2412.13782

Commonsense Knowledge Editing Based on Free-Text in LLMs

Authors: Huang, Xiusheng, Wang, Yequan, Zhao, Jun, Liu, Kang

Source: EMNLP 2024

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.23844

Reasons and Solutions for the Decline in Model Performance after Editing

Authors: Huang, Xiusheng, Liu, Jiaxiang, Wang, Yequan, Liu, Kang

Source: NeurIPS 2024

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.23843

ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5

Authors: Zhou, Jiaming, Wang, Shiyao, Zhao, Shiwan, He, Jiabei, Sun, Haoqin, Wang, Hui, Liu, Cheng, Kong, Aobo, Guo, Yujie, Yang, Xi, Wang, Yequan, Lin, Yonghua, Qin, Yong

Subject Terms: Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2409.18584

Sketch: A Toolkit for Streamlining LLM Operations

Authors: Jiang, Xin, Li, Xiang, Ma, Wenjia, Fang, Xuezhi, Yao, Yiqun, Yu, Naitong, Meng, Xuying, Han, Peng, Li, Jing, Sun, Aixin, Wang, Yequan

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.03346

Open-domain Implicit Format Control for Large Language Model Generation

Authors: Yao, Yiqun, Ma, Wenjia, Fang, Xuezhi, Jiang, Xin, Li, Xiang, Meng, Xuying, Han, Peng, Li, Jing, Sun, Aixin, Wang, Yequan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2408.04392

52B to 1T: Lessons Learned via Tele-FLM Series

Authors: Li, Xiang, Yao, Yiqun, Jiang, Xin, Fang, Xuezhi, Wang, Chao, Liu, Xinzhang, Wang, Zihan, Zhao, Yu, Wang, Xin, Huang, Yuyao, Song, Shuangyong, Li, Yongxiang, Zhang, Zheng, Zhao, Bo, Sun, Aixin, Wang, Yequan, He, Zhongjiang, Wang, Zhongyuan, Li, Xuelong, Huang, Tiejun

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.02783

Improving Zero-shot LLM Re-Ranker with Risk Minimization

Authors: Yuan, Xiaowei, Yang, Zhao, Wang, Yequan, Zhao, Jun, Liu, Kang

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.13331

SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms

Authors: Xing, Xingrun, Zhang, Zheng, Ni, Ziyi, Xiao, Shitao, Ju, Yiming, Fan, Siqi, Wang, Yequan, Zhang, Jiajun, Li, Guoqi

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.03287

Multimodal Reasoning with Multimodal Knowledge Graph

Authors: Lee, Junlin, Wang, Yequan, Li, Jing, Zhang, Min

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.02030

Tele-FLM Technical Report

Authors: Li, Xiang, Yao, Yiqun, Jiang, Xin, Fang, Xuezhi, Wang, Chao, Liu, Xinzhang, Wang, Zihan, Zhao, Yu, Wang, Xin, Huang, Yuyao, Song, Shuangyong, Li, Yongxiang, Zhang, Zheng, Zhao, Bo, Sun, Aixin, Wang, Yequan, He, Zhongjiang, Wang, Zhongyuan, Li, Xuelong, Huang, Tiejun

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2404.16645

Multi-Layer Collaborative Bandit for Multivariate Time Series Anomaly Detection

Authors: Zhang, Weiyao, Meng, Xuying, Li, Jinyang, Wang, Yequan, Zhang, Yujun

Source: 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) Quality of Service (IWQoS), 2023 IEEE/ACM 31st International Symposium on. :1-10 Jun, 2023

Relation: 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)

Not All Layers of LLMs Are Necessary During Inference

Authors: Fan, Siqi, Jiang, Xin, Li, Xiang, Meng, Xuying, Han, Peng, Shang, Shuo, Sun, Aixin, Wang, Yequan, Wang, Zhongyuan

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.02181

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint

Authors: Yuan, Xiaowei, Yang, Zhao, Wang, Yequan, Liu, Shengping, Zhao, Jun, Liu, Kang

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.11893

Spectral-Based Graph Neural Networks for Complementary Item Recommendation

Authors: Luo, Haitong, Meng, Xuying, Wang, Suhang, Cao, Hanyun, Zhang, Weiyao, Wang, Yequan, Zhang, Yujun

Subject Terms: Computer Science - Information Retrieval, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2401.02130