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MLNLP 2022: Sanya, China
- Proceedings of the 5th International Conference on Machine Learning and Natural Language Processing, MLNLP 2022, Sanya, China, December 23-25, 2022. ACM 2022, ISBN 978-1-4503-9906-7
- Ziyang Feng
, Jintao Su
BHF: BERT-based Hierarchical Attention Fusion Network for Cyberbullying Remarks Detection. 1-7 - Tingyi Zhang
Answering questions over tables based on TAPAS and graph attention model. 8-13 - Lei Hou
Prompt-based Few-shot Learning for Table-based Fact Verification. 14-19 - Renukswamy Chikkamath
Patent Classification Using BERT-for-Patents on USPTO. 20-28 - Jiaming Wang
Human Finger Motion Analysis Based on Machine Learning. 29-34 - Tianyu Zhang
A Joint-BERT Method for Knowledge Base Question Answering. 35-40 - Qian Cheng
Relevance calculation of users' document sending behavior under the network social platform. 41-47 - Gailing Ma, Xiao Guo:
Dense Attention Memory Network for Multi-modal emotion recognition. 48-53 - Wenchuan Yang
A Faster Method For Generating Chinese Text Summaries-Combining Extractive Summarization And Abstractive Summarization. 54-58 - Jian Chen
Portrait Sketch Synthesis via Mish-Gated U-net and GANs. 59-62 - Jikun Yang
Pedestrian Trajectory Prediction Based on Improved Social Spatio-Temporal Graph Convolution Neural Network. 63-67 - Xiaojian Li
EINE: Relation Classification by Enhancing the Impact of Non-Entity words. 68-73 - Huosheng Xie
Long Short-term Dynamic Graph Neural Networks: for short-term intense rainfall forecasting. 74-80 - Hao Duan
An effective Time-Aware Encoder for Temporal Knowledge Graph Reasoning. 81-87 - Hua Cai
Keyword Extractor for Contrastive Learning of Unsupervised Sentence Embedding. 88-93 - Ling Wang
STFCM: Spatio-Temporal Clustering Algorithm Based on Improved FCM. 94-98 - Ziyun Wang
Research on Mandarin Chinese in Speech Emotion Recognition. 99-103 - Shun Cheng
Semantic Representation Based on AMR Graph for Document Level Question Generation. 104-109 - Shunyu Yao
Richer Information Transformer for Object Detection. 110-114 - Xuling Li
Distributed Cloud Detection Method for 5G Charging Devices Based on Invariance Constraint. 115-118 - Jie Sheng
Perception Method of Abnormal Events in Rail Transit based on Multi-source Point Cloud Information. 119-124 - Luqin Ye
Crowd counting method based on a fusion of high and low altitude information. 125-129 - Kaizhou Zhang
Multi-Round Extraction and Dynamic Role Selection Framework For Document-Level Event Extraction. 130-134 - Xiyong Cui
Aspect-based Sentiment Classification with Dual Cooperative Graph Attention Networks. 135-141 - Skyler Kim
Investigating Hybrid and Ensemble Deep Learning Architectures for Leukemia Detection. 142-146 - Qi Wang
Chinese News Title Classification Model Based on ERNIE-TextRCNN. 147-151 - Rujing Ai
Method for Identifying Early Fire Based on the Marginal End of Lightweight Neural Network. 152-158 - Chengdong Zhu
A novel parallel hybrid model for forecasting the stock price. 159-164 - Heng Li
Extraction of key information from Chinese text of gas station safety accident cases. 165-169 - Yanxia Lyu
Bidirectional Knowledge-Aware Attention Network over Knowledge Graph for Explainable Recommendation. 170-174 - Min Zhao
The Application of iFLYTEK FiF Speaking Training System in Language Learning. 175-178 - Miaobo Hu
Fusing Attribute Type Features for Attribute Value Extraction from Product via Question Answering. 179-184 - Yajie Zheng
Context Prefix Tree Beam Search Algorithm Based on Domain Classification. 185-189 - Menglin Zhou
Chinese medical named entity recognition based on zero-shot learning. 190-195 - Yu Song
Knowledge-Enhanced Relation Extraction in Chinese EMRs. 196-201 - Tingting Li
HDM: Heat Diffusion Mesh for Mesh Representation. 202-206 - Runkun Li
Experimental Study on the Validity of AES System in College Translation Teaching. 207-214 - Felix Fl Lin
SmartMeter: An Automatic Water Metering System using Computer Vision and ARIMA-based Machine Learning. 215-221 - Cheng Fu
Leveraging GCN and User Friendship for Next POI Recommendation. 222-228 - Jiaoyun Yang
Causal Pattern Representation Learning for Extracting Causality from Literature. 229-233 - Wenqiang Sun
Analysis of Tourist Comments Based on Python Natural Language Processing: Take Guilin Lijiang Waterfall Hotel as an example. 234-238 - Guanghua Long
A Method of Machine Learning for Social Bot Detection Combined with Sentiment Analysis. 239-244 - Yishu Yu
Beyond Natural Language Processing: Building Knowledge Graphs to Assist Scientists Understand COVID-19 Concepts. 245-251 - Churan Cao
Multi-channel Graph Convolution for Aspect-level Sentiment Classification of Online Student Reviews. 252-257 - Jose Armando Hernandez Gonzalez
Assistance System for Judicial Awards for The Colombian State Legal Defense Agency Through NLP -ANDJE-. 258-265 - Feng Chen
Identification of Complaint Microblogs based on Multimodal and Bi-layer Fusion Framework. 266-270 - Xiaoqian Cao
A Transformer decoder-based Generative Adversarial Model with TrajLoss Function for Privacy-Preserving Trajectory Publishing. 271-278 - Mingjun Feng
Kill Two Birds with One Stone: Solving Deblurring And Super Resolution with One Neural Network. 279-287 - Tangyue Tang
Smarter Radiologists: A User-Friendly Algorithm Aiming to Improve the Accuracy and Readability of Intracranial Hemorrhage CT Detection. 288-297 - Kaige Bao
The Application of Natural Language Processing and tspDB to Predict Future Bitcoin Price. 298-306 - Suonan Cairang
An Analysis on Characteristics of Genitive in Tibetan Function Words Based on Knowledge Base. 307-311 - Bingchun Li
Pixel Classification of Hyperspectral Images based on Spectral and Gabor Texture Features. 312-316 - Chao Wang
A Streaming End-to-End Speech Recognition Approach Based on WeNet for Tibetan Amdo Dialect. 317-322 - Liya Wang, Zhe Chen
Text sentiment analysis based on two-channel joint model. 323-326 - Yan Yang
Chinese named entity recognition based on adaptive transformer. 327-331 - Xingqi Wu
Learning Comprehensive Multimodal Representation for Cancer Survival Prediction. 332-336 - Lintao Dou
Cross-Domain Sentiment Classification via Deep Reinforcement Learning. 337-341 - Ming Jin
An optimization method of railway identification based on BiSeNet. 342-346 - Denghui Liu
MAKE: Knowledge Graph Embedding via Multi-Attention neural network. 347-352 - Jinjin Cao
Gentle Teaching Assistant Model For Improved Accuracy In Question-Answering. 353-359 - Manan Suri
I don't feel so good! Detecting Depressive Tendencies using Transformer-based Multimodal Frameworks. 360-365 - Chen De
Accurate Spatial Positioning of Target Images in Visual Servo System under Multiple Constraints. 366-371 - Tao Fang
Grasp stability assessment through the fusion of visual and tactile signals using deep bilinear network. 372-376 - Wenwen Gu
Watermark Removal Scheme Based on Neural Network Model Pruning. 377-382 - Zhiqiang Liu, Zhiqiang Ma, Jiatai Wang, Jinyi Li, Jiaqi Sun, Caijilahu Bao:
SPCPFS: a pseudo-label filtering strategy with fusion of perplexity and confidence. 383-389 - Rong Wu
Chinese vascular ultrasound report Generation based on LSTM-RNN-Attention model. 390-394
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