Shaonan Wang

Orcid: 0000-0001-5455-1359

According to our database1, Shaonan Wang authored at least 50 papers between 2010 and 2024.

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Bibliography

2024
Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models.
CoRR, 2024

Computational Models to Study Language Processing in the Human Brain: A Survey.
CoRR, 2024

MulCogBench: A Multi-modal Cognitive Benchmark Dataset for Evaluating Chinese and English Computational Language Models.
CoRR, 2024

MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

A Self-Supervised Pressure Map Human Keypoint Detection Approch: Optimizing Generalization and Computational Efficiency Across Datasets.
Proceedings of the IEEE International Conference on Acoustics, 2024

Do Neural Language Models Inferentially Compose Concepts the Way Humans Can?
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Improved Target-Specific Stance Detection on Social Media Platforms by Delving Into Conversation Threads.
IEEE Trans. Comput. Soc. Syst., December, 2023

Align after Pre-train: Improving Multilingual Generative Models with Cross-lingual Alignment.
CoRR, 2023

Language Cognition and Language Computation - Human and Machine Language Understanding.
CoRR, 2023

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Comprehensive Neural and Behavioral Task Taxonomy Method for Transfer Learning in NLP.
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
How Does the Experimental Setting Affect the Conclusions of Neural Encoding Models?
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Probing Word Syntactic Representations in the Brain by a Feature Elimination Method.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Neural Encoding and Decoding With Distributed Sentence Representations.
IEEE Trans. Neural Networks Learn. Syst., 2021

Surface EMG-Based Instantaneous Hand Gesture Recognition Using Convolutional Neural Network with the Transfer Learning Method.
Sensors, 2021

2020
Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Fine-grained neural decoding with distributed word representations.
Inf. Sci., 2020

Research and Implementation of Parkinson's Dyskinesia Monitoring Service System.
Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Analysis of Plantar Pressure Image Based on Flexible Force-Sensitive Sensor Array.
Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Distill and Replay for Continual Language Learning.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Experience-based Causality Learning for Intelligent Agents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Understanding Memory Modules on Learning Simple Algorithms.
CoRR, 2019

NCLS: Neural Cross-Lingual Summarization.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Sentence-Level Brain Decoding with Distributed Representations.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Empirical Exploring Word-Character Relationship for Chinese Sentence Representation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Simplest chaotic system with a hyperbolic sine and its applications in DCSK scheme.
IET Commun., 2018

Associative Multichannel Autoencoder for Multimodal Word Representation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Memory, Show the Way: Memory Based Few Shot Word Representation Learning.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning Multimodal Word Representation via Dynamic Fusion Methods.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Comparison Study on Critical Components in Composition Model for Phrase Representation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

Learning Sentence Representation with Guidance of Human Attention.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting Word Internal Structures for Generic Chinese Sentence Representation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2014
Design of driving fatigue detection system based on hybrid measures using wavelet-packets transform.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Investigations of silicon wafer bonding using thin Al and Sn films for heterogeneous integration.
Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

Research on the structure of ultrathin Si PIN detector.
Proceedings of the 8th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2013

2011
BotCloud: Detecting botnets using MapReduce.
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

BotTrack: Tracking Botnets Using NetFlow and PageRank.
Proceedings of the NETWORKING 2011, 2011

2010
Imaging the choroid plexus for partial volume correction of (R)-[C-11]verapamil PET images.
NeuroImage, 2010

Measurements of rCBF using [15O]H2O and the HRRT PET scanner: Optimization of methods.
NeuroImage, 2010

Tariquidar inhibition of P-glycoprotein activity in patients with temporal lobe epilepsy measured with PET and (R)-[C-11]Verapamil.
NeuroImage, 2010

FlowRank: ranking NetFlow records.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

RiskRank: Security risk ranking for IP flow records.
Proceedings of the 6th International Conference on Network and Service Management, 2010

Mining NetFlow Records for Critical Network Activities.
Proceedings of the Mechanisms for Autonomous Management of Networks and Services, 2010


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