Shaonan Wang
21 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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language model
(4)
brain decoding
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sentence representation
(4)
neural decoding
(4)
word embedding
(3)
brain imaging
(3)
multimodal learning
(3)
transfer learning
(2)
attention mechanism
(2)
syntactic representation
(2)
syntactic processing
(2)
disentangled representation
(2)
multi-task learning
(2)
semantic representation
(2)
neural network
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multilingual nlp
(1)
machine translation
(1)
knowledge distillation
(1)
catastrophic forgetting
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natural language processing
(1)
Papers
Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs
ACL 2026
Discovering Semantic Subdimensions through Disentangled Conceptual Representations
EMNLP 2025
Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond
ACL 2024
Do Neural Language Models Inferentially Compose Concepts the Way Humans Can?
COLING 2024
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment
NAACL 2024
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities
NAACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions
ACL 2024
A Comprehensive Neural and Behavioral Task Taxonomy Method for Transfer Learning in NLP
IJCNLP 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
NeurIPS 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning
EMNLP 2023
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding
ACL 2022
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English
EMNLP 2022
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method
AAAI 2022
Distill and Replay for Continual Language Learning
COLING 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences
AAAI 2020
NCLS: Neural Cross-Lingual Summarization
EMNLP 2019
Towards Sentence-Level Brain Decoding with Distributed Representations
AAAI 2019
Associative Multichannel Autoencoder for Multimodal Word Representation
EMNLP 2018
Memory, Show the Way: Memory Based Few Shot Word Representation Learning
EMNLP 2018
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
EMNLP 2017
Learning Sentence Representation with Guidance of Human Attention
IJCAI 2017