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Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences 会议论文
The Thirty-Fourth AAAI Conference on Artificial Intelligence, New York, NY, February 7, 2020 - February 12, 2020
Authors:  Shaonan Wang;  Jiajun Zhang;  Nan Lin;  Chengqing Zong
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Fine-grained neural decoding with distributed word representations 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 256-272
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Wang, Haiyan;  Lin, Nan;  Zong, Chengqing
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Neural decoding  fMRI word decoding  Word class  Stimuli paradigm  Word embedding models  Informative voxels  
Investigating inner properties of multimodal representation and semantic compositionality with brain-based componential semantics 会议论文
32nd AAAI Conference on Artificial Intelligence, AAAI 2018, New Orleans, LA, United states, February 2, 2018 - February 7, 2018
Authors:  Wang, Shaonan;  Zhang, Jiajun;  Lin, Nan;  Zong, Chengqing
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Compositionality - Input modalities - Interpretation methods - Learning semantics - Multimodal models - Natural language understanding - Text-based approach - Word meaning