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ORCID33rd ICANN 2024: Lugano, Switzerland - Part VII
- Michael Wand
, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko:
Artificial Neural Networks and Machine Learning - ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17-20, 2024, Proceedings, Part VII. Lecture Notes in Computer Science 15022, Springer 2024, ISBN 978-3-031-72349-0
Speech Processing
- Tengyue Deng, Jianguo Wei, Jiahao Yang, Minghao Guo, Wenjun Ke, Xiaokang Yang, Wenhuan Lu:
Breaking the Corpus Bottleneck for Multi-dialect Speech Recognition with Flexible Adapters. 3-15 - Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen:
Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning. 16-32 - Jan-Ole Perschewski, Sebastian Stober:
T-DVAE: A Transformer-Based Dynamical Variational Autoencoder for Speech. 33-46
Natural Language Processing
- Mahsa Abazari Kia, Dorsa Samiee, Nasrin Pournajar:
A Generalizable Context-Aware Deep Learning Model for Abusive Language Detection. 49-63 - Rui Xiong, Hongying Zheng, Zongbing Wang:
A Novel Graph Neural Network Based Model for Text Classification. 64-78 - Yun Wu, Yifan Huang, Jieming Yang, Yongbin Zhao, Ning An, Dan Feng:
ABSA Methodology Based on Interval-Enhanced Talking-Heads Attention Network. 79-96 - Rui Chen, Tailai Peng, Xinran Xie, Dekun Lin, Zhe Cui, Zheng Chen:
An Evaluation Dataset for Targeted Sentiment Analysis in Long-Form Chinese News Articles. 97-115 - Hongyi Zhao, Zhiyuan Li, Jingyu Zhao, Daniel Tang, Fanliang Bu:
Anti-hate Speech Framework: Leveraging Hedging Hyperbolic Learning. 116-130 - Maximilian Kimmich, Andrea Bartezzaghi, Jasmina Bogojeska, Cristiano Malossi, Ngoc Thang Vu:
Combining Data Generation and Active Learning for Low-Resource Question Answering. 131-147 - Bowen Zhang, Kehua Chang, Chunping Li:
CoT-BERT: Enhancing Unsupervised Sentence Representation Through Chain-of-Thought. 148-163 - Kehan Jiang, Hongtian Cai, Yingda Lv:
EKD: Effective Knowledge Distillation for Few-Shot Sentiment Analysis. 164-176 - DongNyeong Heo, Heeyoul Choi:
End-To-End Training of Back-Translation Framework with Categorical Reparameterization Trick. 177-193 - Jiarui Zhang, Heyan Huang, Yue Hu, Ping Guo:
Enhancing Zero-Shot Translation in Multilingual Neural Machine Translation: Focusing on Obtaining Location-Agnostic Representations. 194-208 - Jun Zhou, Dongyang Yu, Kamran Aziz, Fangfang Su, Qing Zhang, Fei Li, Donghong Ji:
Generative Sentiment Analysis via Latent Category Distribution and Constrained Decoding. 209-223 - Zongbing Wang, Jingru Han:
Improve Shallow Decoder Based Transformer with Structured Expert Prediction. 224-234 - Xinrui Wang:
KELTP: Keyword-Enhanced Learned Token Pruning for Knowledge-Grounded Dialogue. 235-248 - Long Zhao, Yin Xu, Yanyan Wang, Fei Li:
Knowledge Base Question Generation via Data Augmentation with Dynamic-Prompt. 249-261 - Ze Zhang, Jiong Wang, Kaifeng Nie, Xiaoyi Wang, Jie Liu:
Lifelong Sentiment Classification Based on Adaptive Parameter Updating. 262-276 - Shuaihu Han, Guohua Yang, Dawei Zhang, Jianhua Tao, Feihu Che:
Multi-stage Vs Single-Stage: A Local Information Focused Approach for Overlapping Event Extraction. 277-291 - Xiantao Xu, Minghao Hu, Yongjie Wang, Wei Luo, Shilong Liu, Zhunchen Luo, Yushan Tan:
PLIClass: Weakly Supervised Text Classification with Iterative Training and Denoisy Inference. 292-305 - Ying Yang, Peng Yang, Guoshun Yin, Dongmei Yang:
Reinforced Keyphrase Generation with Multi-Dimensional Reward. 306-319 - Xintao Wang, Rize Jin, Shibo Qi:
Reinforced Multi-teacher Knowledge Distillation for Unsupervised Sentence Representation. 320-332 - Yukang Liang, Junliang Guo, Yongxin Zhu, Linli Xu:
Summarizing Like Human: Edit-Based Text Summarization with Keywords. 333-351 - Siqi Wang, Shiyao Cui, Chuang Zhang, Zefeng Zhang, Jing Wang, Tingwen Liu:
Towards Persona-Oriented LLM-Generated Text Detection: Benchmark Dataset and Method. 352-367 - Zhandos Yessenbayev, Zhanibek Kozhirbayev:
Use of Riemannian Distance Metric to Verify Topological Similarity of Acoustic and Text Domains. 368-380 - Chaoqun Liu, Yu Hong, Qingting Xu, Jianming Yao:
WKE: Word-Level Knowledge Enrichment for Aspect Term Extraction. 381-394
Language Modeling
- Yangfan Zhou, Chaoyi Huang, Yingjie He, Shanshan Jia, Jian Liu, Chunming Yang:
A General-Purpose Material Entity Extraction Method from Large Compound Corpora Using Fine Tuning of Character Features. 397-409 - Mingjun Zhou, Daiqing Zhuoma, Nuo Qun, Tashi Nyima:
Efficient Fine-Tuning for Low-Resource Tibetan Pre-trained Language Models. 410-422 - Fuju Rong, Weihao Gao, Zhuo Deng, Zheng Gong, Chucheng Chen, Wenze Zhang, Zhiyuan Niu, Fang Li, Lan Ma:
Enhancing LM's Task Adaptability: Powerful Post-training Framework with Reinforcement Learning from Model Feedback. 423-432 - Xingyu Zhu, Feifei Dai, Xiaoyan Gu, Bo Li, Meiou Zhang, Weiping Wang:
GL-NER: Generation-Aware Large Language Models for Few-Shot Named Entity Recognition. 433-448
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