Shaonan Wang

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.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Do Neural Language Models Inferentially Compose Concepts the Way Humans Can?

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[DOI]

Amilleah Rodriguez

Liina Pylkkänen

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.

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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.

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IEEE Trans. Comput. Soc. Syst., December, 2023

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

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CoRR, 2023

Language Cognition and Language Computation - Human and Machine Language Understanding.

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CoRR, 2023

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.

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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.

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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.

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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?

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[DOI]

Xiaohan Zhang

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.

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[DOI]

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.

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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.

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[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Neural Encoding and Decoding With Distributed Sentence Representations.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

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

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Sensors, 2021

2020

Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation.

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ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Fine-grained neural decoding with distributed word representations.

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Inf. Sci., 2020

Research and Implementation of Parkinson's Dyskinesia Monitoring Service System.

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Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Analysis of Plantar Pressure Image Based on Flexible Force-Sensitive Sensor Array.

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Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Distill and Replay for Continual Language Learning.

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[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences.

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[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Experience-based Causality Learning for Intelligent Agents.

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[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Understanding Memory Modules on Learning Simple Algorithms.

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CoRR, 2019

NCLS: Neural Cross-Lingual Summarization.

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[DOI]

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.

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Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Empirical Exploring Word-Character Relationship for Chinese Sentence Representation.

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ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Simplest chaotic system with a hyperbolic sine and its applications in DCSK scheme.

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[DOI]

Jizhao Liu

Julien Clinton Sprott

Yide Ma

IET Commun., 2018

Associative Multichannel Autoencoder for Multimodal Word Representation.

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[DOI]

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.

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[DOI]

Jingyuan Sun

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.

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[DOI]

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.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Comparison Study on Critical Components in Composition Model for Phrase Representation.

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ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

Learning Sentence Representation with Guidance of Human Attention.

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Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting Word Internal Structures for Generic Chinese Sentence Representation.

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