会议文集


文集名AAAI Technical Tracks (Natural Language Processing II)
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23-1》
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358217


题名作者出版年
Gradient Weight-normalized Low-rank Projection for Efficient LLM TrainingJia-Hong Huang; Yixian Shen; Hongyi Zhu; Stevan Rudinac; Evangelos Kanoulas2025
Adversity-aware Few-shot Named Entity Recognition via Augmentation LearningLi Huang; Haowen Liu; Qiang Gao; Jiajing Yu; Guisong Liu; Xueqin Chen2025
Logic Induced High-Order Reasoning Network for Event-Event Relation ExtractionPeixin Huang; Xiang Zhao; Minghao Hu; Zhen Tan; Weidong Xiao2025
Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a CatalystShijue Huang; Wanjun Zhong; Deng Cai; Fanqi Wan; Chengyi Wang; Mingxuan Wang; Mu Qiao; Ruifeng Xu2025
GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity RecognitionShizhou Huang; Bo Xu; Yang Yu; Changqun Li; Xin Alex Lin2025
Pruning Large Language Models with Semi-Structural Adaptive Sparse TrainingWeiyu Huang; Yuezhou Hu; Guohao Jian; Jun Zhu; Jianfei Chen2025
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical ReasoningYiming Huang; Xiao Liu; Yeyun Gong; Zhibin Gou; Yelong Shen; Nan Duan; Weizhu Chen2025
Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-TuningWenshuai Huo; Xiaocheng Feng; Yichong Huang; Chengpeng Fu; Baohang Li; Yangfan Ye; Zhirui Zhang; Dandan Tu; Duyu Tang; Yunfei Lu; Hui Wang; Bing Qin2025
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-FormulaSieun Hyeon; Kyudan Jung; Jaehee Won; Nam-Joon Kim; Hyun Gon Ryu; Hyuk-Jae Lee; Jaeyoung Do2025
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesWiradee Imrattanatrai; Masaki Asada; Kimihiro Hasegawa; Zhi-Qi Cheng; Ken Fukuda; Teruko Mitamura2025
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About ActionsAdam Ishay; Joohyung Lee2025
Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long DocumentVijay Jaisankar; Sambaran Bandyopadhyay; Kalp Vyas; Varre Suman Chaitanya; Shwetha Somasundaram2025
Towards Verifiable Text Generation with Generative AgentBin Ji; Huijun Liu; Mingzhe Du; Shasha Li; Xiaodong Liu; Jun Ma; Jie Yu; See-Kiong Ng2025
Speech Watermarking with Discrete Intermediate RepresentationsShengpeng Ji; Ziyue Jiang; Jialong Zuo; Minghui Fang; Yifu Chen; Tao Jin; Zhou Zhao2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad PredictionZhongquan Jian; Yanhao Chen; Jiajian Li; Shaopan Wang; Xiangjian Zeng; Junfeng Yao; Xinying An; Qingqiang Wu2025
Importance Weighting Can Help Large Language Models Self-ImproveChunyang Jiang; Chi-Min Chan; Wei Xue; Qifeng Liu; Yike Guo2025
Self-[In]Correct: LLMs Struggle with Discriminating Self-Generated ResponsesDongwei Jiang; Jingyu Zhang; Orion Weller; Nathaniel Weir; Benjamin Van Durme; Daniel Khashabi2025
Verse: Verification-based Self-Play for Code InstructionsHao Jiang; Qi Liu; Rui Li; Yuze Zhao; Yixiao Ma; Shengyu Ye; Junyu Lu; Yu Su2025
Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language ModelsPeihai Jiang; Xixiang Lyu; Yige Li; Jing Ma2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table UnderstandingRihui Jin; Yu Li; Guilin Qi; Nan Hu; Yuan-Fang Li; Jiaoyan Chen; Jianan Wang; Yongrui Chen; Dehai Min; Sheng Bi2025
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