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会议文集


文集名AAAI Technical Tracks (Natural Language Processing III)
会议名39th AAAI Conference on Artificial Intelligence (AAAI-25), 37th Conference on Innovative Applications of Artificial Intelligence (IAAI-25), 15th Symposium on Educational Advances in Artificial Intelligence (EAAI-25)
中译名《第三十九届AAAI人工智能会议，第三十七届人工智能创新应用会议，第十五届人工智能教育进展讨论会，卷24-2》
机构Association for the Advancement of Artificial Intelligence (AAAI)
会议日期25 February - 4 March 2025
会议地点Philadelphia, Pennsylvania, USA
出版年2025
馆藏号358220


题名作者出版年
Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical ProblemsJunyi Ye; Jingyi Gu; Xinyun Zhao; Wenpeng Yin; Guiling Wang2025
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language ModelZhen Ye; Peiwen Sun; Jiahe Lei; Hongzhan Lin; Xu Tan; Zheqi Dai; Qiuqiang Kong; Jianyi Chen; Jiahao Pan; Qifeng Liu; Yike Guo; Wei Xue2025
NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-TuningXin Yi; Shunfan Zheng; Linlin Wang; Gerard de Melo; Xiaoling Wang; Liang He2025
MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM AgentsCongchi Yin; Feng Li; Shu Zhang; Zike Wang; Jun Shao; Piji Li; Jianhua Chen; Xun Jiang2025
MABR: Multilayer Adversarial Bias Removal Without Prior Bias KnowledgeMaxwell J. Yin; Boyu Wang; Charles Ling2025
Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal TrainingJi Won Yoon2025
SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-TrainingJiaxing Yu; Xinda Wu; Yunfei Xu; Tieyao Zhang; Songruoyao Wu; Le Ma; Kejun Zhang2025
Training with "Paraphrasing the Original Text" Teaches LLM to Better Retrieve in Long-Context TasksYijiong Yu; Yongfeng Huang; Zhixiao Qi; Zhe Zhou2025
DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and AgentDingbo Yuan; Yipeng Chen; Guodong Liu; Chenchen Li; Chengfu Tang; Dongxu Zhang; Zhenkui Wang; Xudong Wang; Song Liu2025
Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language ModelsHongbang Yuan; Zhuoran Jin; Pengfei Cao; Yubo Chen; Kang Liu; Jun Zhao2025
CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL TranslationHongwei Yuan; Xiu Tang; Ke Chen; Lidan Shou; Gang Chen; Huan Li2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction SynthesisLin Yuan; Jun Xu; Honghao Gui; Mengshu Sun; Zhiqiang Zhang; Lei Liang; Jun Zhou2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive TasksShengbin Yue; Siyuan Wang; Wei Chen; Xuanjing Huang; Zhongyu Wei2025
QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero OverheadAmir Zandieh; Majid Daliri; Insu Han2025
Self-Supervised Collaborative Information Bottleneck for Text Readability AssessmentJinshan Zeng; Xianglong Yu; Xianchao Tong; Wenyan Xiao2025
Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift ModelingXupeng Zha; Huan Zhao; Guanghui Ye; Zixing Zhang2025
Aligning Language Models Using Follow-up Likelihood as Reward SignalChen Zhang; Dading Chong; Feng Jiang; Chengguang Tang; Anningzhe Gao; Guohua Tang; Haizhou Li2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door AdjustmentCongzhi Zhang; Linhai Zhang; Jialong Wu; Yulan He; Deyu Zhou2025
Controlling Large Language Models Through Concept Activation VectorsHanyu Zhang; Xiting Wang; Chengao Li; Xiang Ao; Qing He2025
CSR: Achieving 1 Bit Key-Value Cache via Sparse RepresentationHongxuan Zhang; Yao Zhao; Jiaqi Zheng; Chenyi Zhuang; Jinjie Gu; Guihai Chen2025
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