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ORCID22nd ICIC 2026: Toronto, ON, Canada - Part XXII
- De-Shuang Huang, Chuanlei Zhang, Wei Chen, Yijie Pan, Prashan Premaratne:
Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings, Part XXII. Lecture Notes in Computer Science 16663, Springer 2027, ISBN 978-981-92-3416-5
Natural Language Processing and Computational Linguistics
- Huanrong Tang, Zhichun Zeng, Jianquan Ouyang:
Triplet-Aware Sparse Interaction for Aspect Sentiment Triplet Extraction. 3-13 - Shihao Ji, Ya Pan, Lei He, Yong Fan:
CREK: Contextualized Reasoning-Graph and Epistemic Knowledge-Guided Medical Hallucination Detection. 14-25 - Kang Liang
, Xinyue Chen, Fang Shen, Zhenyuan Hou, Binqing Peng, Tao Zhang:
MoSTE: A Spatio-Temporal Mixture of Experts Encoder for Low-Resource Multilingual Translation. 26-37 - Youxuan Zhang, Haiwei Pan, Kejia Zhang:
Domain-Aware Prompt Routing Network for Fake News Detection. 38-49 - Menghan Lu, Yingjie Ma, Junhao Zhao, Chaopeng Guo:
GAR-EvoRL: Teaching LLMs to Ask Under Incomplete Information. 50-60 - Zongzheng Han, Xuwen Yang, Wei Chen, Zehua Wang, Jueting Liu, Tingting Xu, Ziyang Xing, Zongjian Zhang:
Sound-Mind: Enhancing Paralinguistic Understanding in MLLMs via Iterative Latent Refinement. 61-70 - Tiantian Peng, Renjie Ci, Qi Liu, Hui Zhao:
Understanding and Mitigating Competing Demographic Bias via Attention Disparity Analysis. 71-82 - Yansong Gao, Zhiheng Li:
BDGAR: Belief Drift-Guided Adaptive Reasoning for Efficient Large Language Model Inference. 83-94 - Na Ye, Gen Li, Guiping Zhang:
Decoupled Explicit Terminology Control for Terminology-Constrained Translation with Decoder-Only Large Language Models. 95-106 - Zhenyu Wang, Weichen Cheng, Weijia Li, Junjie Mou, Zongyou Zhao, Guoying Zhang:
URMF: Uncertainty-Aware Robust Multimodal Fusion for Multimodal Sarcasm Detection. 107-118 - Zihan Tian:
When Sophisticated Eviction Fails: An Empirical Study of KV Cache Optimization for Hybrid Attention Models. 119-130 - Xingyu Li:
ReActSQL: A Multi-agent Framework for Text-to-SQL via Feedback-Driven Query Rewriting. 131-142 - Chengqi Fu, Wenlin Zhang, Jianhui Wang, Nianwen Si:
RLRoDA: Enhancing Decompilation Performance with Reinforcement Learning and Read-only Data Augmentation. 143-154 - Xiang Xing, Han Wang, Yi Zhu, Chaowei Zhang, Jipeng Qiang:
An Early Malicious Users Prediction Benchmark for Chinese Esports via Bullet Chats. 155-166 - Bokai Cai, Zhong Qian, Peifeng Li:
Self-audited Iterative Reasoning for Multi-hop Fact Verification. 167-178 - Jiajia Shen, Wei Li, Chengxiang Wu, Liuqing Zhai:
Knowledge-Enhanced Multi-source Fusion via Progressive Dynamic Gating for Chinese Named Entity Recognition. 179-190 - Hongyu Chen, Biqing Zeng, Yongqi Zhang, Chuiyi Chen:
Robust Multimodal Sentiment Analysis for Real Missing Data Using Confidence-Aware Generation. 191-202 - Shidong He, Haoyu Wang, Wenjie Luo:
Generate Then Correct: Single-Shot Global Correction for Aspect Sentiment Quad Prediction. 203-213 - Kuo Li:
SieveKV: Semantic Multi-signal Eviction for Long-Context Retrieval. 214-225 - Haowen Sun, Ruifang He, Xu He, Runheng Jia, Chang Liu, Bo Wang:
Positive-Negative Mask Prompt Tuning Based Hierarchical Contrastive Learning for Multi-level Implicit Discourse Relation Recognition. 226-238 - Youhui Zhang, WenLiang Wu, Yuan Zhao, Xifan Liu, Shouqiang Liu:
CoGrad: Profiling Competence Boundaries for Efficient Mathematical Alignment in LLMs. 239-250 - Baosheng Yin, Shuxiang Huang:
Robust Medical Text Correction via Domain Adaptation and Term-Aware Safety Control. 251-261 - Kongluo Zhu, Xiaowei Liu, Jinbao Li:
Application of Swarm Reasoning Architecture and Synthetic Data Evaluation in TCM Medical Record Data Synthesis. 262-273 - Pengshuai Li, Yang Li, Suge Wang, Jian Liao, Jianxing Zheng, Deyu Li:
SCH-SD: Sarcasm Detection with Sarcasm Cues and Hypergraph. 274-285 - Linnan Jiang, Fei Yang, Jiaojiao Ye, WeiXing Zhang:
HVM: A HV-Attention Based Multi-modal Framework for Mathematical Expression Recognition. 286-298 - Jing Xiao, Minghai Jiao, Peng Xiao, Ende Zhang, Shuang Kan, Wenyan Jiang, Jinyao Li, Yixian Liu, Haidong Xin:
CAGMamba: Context-Aware Gated Cross-Modal Mamba Network for Multimodal Sentiment Analysis. 299-311 - Shaokang Zhang, Fei Wang, Ning Ran:
Hierarchical Information Refinement Framework for Multimodal Aspect-Based Sentiment Analysis. 312-323 - Jingjing Yang, Tao Yang, Dongmei Li, Jun Zhang, Dongming Zuo:
Syntax-Aware and Distribution-Aligned for Cross-Domain Aspect-Based Sentiment Analysis. 324-335 - Menglan Tang, Shaoqi Zhang, Xiaoran Geng, Peijian Zhang:
T-FCA: Template-Guided Fusion Contrastive Alignment for Multimodal Sentiment Analysis. 336-347 - Guoyu Xu, Yikang Huang, Kunli Zhang, Xiangheng Li, Hongying Zan:
Characterizing and Detecting LLM Sycophancy: The SycoPrism Tri-Facet Benchmark and Preference-Pooled Reward Model. 348-359 - Dawei Du, Luyuan Chen, Jun Shen, Lin Mu:
Sem-Mask Enhanced Cross-modal Alignment for Event Causality Identification. 360-371 - Jie Fan, Pinpin Zhu:
JCFP: A Joint Consistency-Flexibility Paraphraser for Task-Oriented Dialogue Augmentation. 372-383 - Yao Lu, Chen Yang, Yan Tang, Chunhua Peng, Ming Jiang:
RAG2: Reinforcement Learning and Multi-agent Synergy for Graph-Enhanced Retrieval-Augmented Generation. 384-395 - Yujie Li, Jiayi Wang, Benying Tan:
NRF-FQ: An Enhanced Numerical Reasoning Framework in Language Models Through FoNE and QLoRA. 396-408 - Yili Wang, Gu Li, Chengsheng Yuan, Qingcheng Liu:
SSICE: Sentiment Subspace-Guided Slot Injection and Context Enhancement for Sentiment Analysis. 409-420 - Zhaofeng Niu, Dan Qiao, Bowen Wang, Daohui Ge, Wuyunzhaola Borjigin, Liangzhi Li:
LegalKQA: A Dataset for Legal Question Rewriter Optimization with Automatic Evaluation Signals. 421-432 - Zhikun Zheng, Yiyang Zhang, Yuchen Wang, Wenwei Luo, Lin Zuo:
SARAG: Sufficiency-Aware Retrieval Augmented Generation. 433-444 - Shaocong Xiong, Gege Qi, He Li, Guangjun Shi:
H2G-RAG: A Hierarchical Hybrid Graph Retrieval Framework for Regulatory Question Answering. 445-456 - Zhubo Shi, Xianfa Zhang, Zhuo Yu, Qingjiang Shi:
Dual-Uncertainty-Aware Hybrid Intent Routing in Task-Oriented Dialogue Systems. 457-469 - Li He, Guochen Hao, Jie Liu, Jianyong Duan, Hao Wang, Qing Zhang:
HUAB-RAG: Hierarchical Bandit-Based Adaptive Retrieval-Augmented Generation with Uncertainty Awareness. 470-481 - Xuerong Jiang, Tianyang Li:
TransPRM: Process Reward Models Meet Machine Translation via Adaptive Test-Time Compute Scaling. 482-494 - Jinlan Luo, Yu Wen, Wenjie Luo:
MF-SA: Multimodal Fusion Network with Semantic Alignment for Aspect-Based Multimodal Sentiment Analysis. 495-506 - Yuchen Peng, Jianfei Zhang, Wenge Rong:
Adaptive Multi-view Routing for Neural Code Search. 507-517 - Hanyu Wei, Zunhai Su, Peng Lu, Chao Li, Spandan Tiwari, Ashish Sirasao, Yuhan Dong:
SDFP: Speculative Decoding with FIT-Pruned Models for Training-Free and Plug-and-Play LLM Acceleration. 518-528 - Yijie Liu, Jie Shi, Mengkun Li, Xiaoliang Zhu:
Noise-Robust Multimodal Sentiment Analysis with Confidence-Guided Training. 529-539 - Zihao Guo, Haoyu Yang, Yuechen Zhang, Hongyan Yin, Jiaming Xu:
Extract Then Compile: Reliable Neuro-Symbolic Planning for Large Language Models. 540-551 - Yuhang Jiang, Qingjing Fei, Jianwen Chen:
DyGraph: A Dynamic Priority-Aware Framework for Multi-Hop Reasoning Over Knowledge Graph with Large Language Model. 552-563 - Jiahui Wang, Di Zhang:
Do Nonlinear Transformers Implement Kernel Regression In-Context? An Empirical Investigation. 564-574 - Baosheng Yin, Shengdong Lu:
Agent-GRAFT: Agent-Driven Dynamic Graph Repair for Multi-Hop Question Answering Over Fragmented Knowledge Graphs. 575-586 - Jun Yang, Xiaoyu Chen, Guangming Dai:
Unsupervised Hallucination Detection via Generalized Semantic Entropy. 587-598
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