Biao Fu
15 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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sign language translation
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semantic representation
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compositional generalization
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reinforcement learning
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multimodal learning
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speech translation
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modality gap
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syntactic representation
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speech encoder
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knowledge distillation
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semantic alignment
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cross-modal alignment
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neural machine translation
(1)
attention mechanism
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cross-lingual transfer
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information extraction
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mathematical reasoning
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speech recognition
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adversarial training
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Papers
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
AAAI 2026
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
ACL 2026
Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation
ACL 2026
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment
ACL 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
ACL 2025
Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation
COLING 2024
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
AAAI 2024
Layer-Wise Representation Fusion for Compositional Generalization
AAAI 2024
Multi-Level Cross-Modal Alignment for Speech Relation Extraction
EMNLP 2024
Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation
NAACL 2024
wav2vec-S: Adapting Pre-trained Speech Models for Streaming
ACL 2024
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference
EMNLP 2023
Efficient Sign Language Translation with a Curriculum-based Non-autoregressive Decoder
IJCAI 2023
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction
AAAI 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization
EMNLP 2023