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20th ADMA 2024, Sydney, NSW, Australia - Part V
- Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part V. Lecture Notes in Computer Science 15391, Springer 2025, ISBN 978-981-96-0846-1
Multi-modal
- Ke Liu, Donghong Han, Deji Zhao, Jing Li, Baiyou Qiao, Gang Wu:
Inter-Modal Shifting and Intra Adaptation for Multimodal Sentiment Analysis. 3-18 - Ye Sun, Guozhe Jin, Yahui Zhao, Rongyi Cui, Yin Hui:
Cross-Modal Sentiment Analysis Based on Fine-Grained Feature Interaction Learning. 19-32 - Fenghua Cheng, Xue Li, Haoyang Wu, Jiangcheng Sang, Wenqi Zhao:
Recent Advances on Multi-modal Dialogue Systems: A Survey. 33-47 - Nan Yang, Yuning Zhang, Yunqi Wang, Dahao Tang, Yanli Li, Dong Yuan:
Adaptformer: An Adaptive Multimodal Deep Decomposition Approach for Power Consumption Forecasting. 48-62 - Xiu Susie Fang, Haiyan Zhuo, Quan Z. Sheng, Yihong Zhang, Tiancheng Zhu, Xinyang Du, Guohao Sun:
Truth Discovery in Social Sensing Based on Propagation Pattern and Multi-Modal Semantic Consistency Analysis. 63-78 - Peng Wu, Yu Li, Liang Ni:
Emergency Entity and Relationship Extraction Based on a Multimodal Deep Learning Method. 79-93
Natural Language Processing
- Jinlian Du, Wenhang Jia, Xueyun Jin, Xiaolin Du:
SWET: A Dictionary-Assisted Multi-feature Fusion Symptom Entity Attribute Extraction Model. 97-112 - Wanting Ji, Keyan Wen, Linlin Ding, Baoyan Song:
A Relation Extraction Method Based on Multi-layer Index and Cascading Binary Framework. 113-126 - Yuanru Wang, Yahui Zhao, Guozhe Jin, Zhenguo Zhang, Fei Yin, Rongyi Cui, Man Li:
Prompt Contrastive Learning Relation Extraction Method by Updating the Representation of Relation Label Words. 127-141 - Ahmed Saleh:
Attend2trend: Attention-Based LSTM Model for Detecting and Forecasting of Trending Topics. 142-154 - Chenxiao Wu, Wenjie Ye, Jiajun Liu, Peng Wang, Wenjun Ke:
Balanced Knowledge Distillation with Open-Domain Unlabeled Data for Named Entity Recognition. 155-169 - Hanadi Al-Mekhlafi, Shiguang Liu:
Structure-Aware Style Transfer Based on Multi-Scale and Edge Texture. 170-184 - Keyan Wen, Wanting Ji, Junlu Wang, Su Li, Baoyan Song:
A Chinese Inter-sentence Relation Extraction Approach Based on Cascading Pointer Network. 185-197 - Dongyang Li, Ruixue Ding, Qiang Zhang, Zheng Li, Boli Chen, Pengjun Xie, Yao Xu, Xin Li, Ning Guo, Fei Huang, Xiaofeng He:
GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark. 198-212 - Sadam Hussain, Akmal Saeed Khattak, Rabeeh Ayaz Abbasi, Tony Russell-Rose, Venkata L. Raju Chinthalapati:
Identification of Targets in Disinformation News Articles Using Supervised Machine Learning. 213-227 - Chen Li, Huidong Tang, Jinli Zhang, Xiujing Guo, Debo Cheng, Yasuhiko Morimoto:
Advancing Aspect-Based Sentiment Analysis Through Deep Learning Models. 228-242 - Nan Liu, Fengli Zhang, Ye Zhu, Ruijing Wang, Chao Tang, Xikai Pei:
A Multi-View Framework for Fake News Detection Utilizing Dynamic User Propagation Structures, Temporal Changes, and Personal Attributes. 243-257 - Zequan Chen, Jing Xiao:
ConMix: Contrastive Learning with Mixup Augmentation for Dialogue Summarization. 258-273 - Zhipeng Xie, Shui Xie:
A Chinese Hypernymy Detection Method Cross-Lingually Supervised by English Hypernymies. 274-286 - Xuan Ge, Peng Wu:
Text Generation for Social Media Based on Generative Adversarial Networks : Focusing on Wellness Content. 287-298 - Pengfei Zhang, Donghong Han, Deji Zhao, Xuesong Bai, Baiyou Qiao, Gang Wu:
Empathetic Dialogue Generation with Emotional Enhancement and Knowledge Refinement. 299-314 - Junwen Lu, Lingrui Zheng, Moudong Zhang:
Application of BERT-GraphSAGE Model in Text and Paper Classification Tasks. 315-327 - Mengmeng Cui, Chenbin Li, Haolong Xiang, Lianyong Qi, Wanchun Dou, Xiaolong Xu:
AttRel: Single Module Based Joint Entity and Relation Extraction with Attention Enhanced Text Embedding. 328-343 - Dong Li, Shumei Du, Peixuan Li, Baoyan Song, Zhicong Liu, Yue Kou:
LE-NER: A Chinese NER Model Based on Lexical Enhancement. 344-359 - Manoj Madushanka Perera, Adnan Mahmood, Kasun Eranda Wijethilake, Quan Z. Sheng:
Towards Adaptive Context Management for Intelligent Conversational Question Answering. 360-375
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