Shuangyong Song

Venues

Frequent coauthors

Papers

1. Awakening Dormant Experts: Counterfactual Routing to Mitigate MoE Hallucinations
   ACL 2026 ·

   Wentao Hu

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2. CEMT: Controllable Element-Oriented Machine Translation via Structured Linguistic Reasoning
   ACL 2026 ·

   Lingling Shi

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3. D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation
   ACL 2026 ·

   Junlin Li

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4. Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization
   ACL 2026 ·

   Mingkuan Zhao

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5. Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding
   AAAI 2026 ·

   Di Wu

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6. Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models
   AAAI 2026 ·

   Wentao Hu

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7. Table-R1: Region-based Reinforcement Learning for Table Understanding
   ACL 2026 ·

   Zhenhe Wu

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8. INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling
   ACL 2025 ·

   Di Wu

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9. T2R-BENCH: A Benchmark for Real World Table-to-Report Task
   EMNLP 2025 ·

   Jie Zhang

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10. UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL
    ACL 2025 ·

    Zhenhe Wu

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11. AutoGraph: Enabling Visual Context via Graph Alignment in Open Domain Multi-Modal Dialogue Generation
    ACM MM 2024 ·

    Deji Zhao

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12. Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification
    ACL 2024 ·

    Sishi Xiong

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13. Scalable Database-Driven KGs can help Text-to-SQL
    ISWC 2024 ·

    Zhongqiu Li

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14. Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
    ICML 2024 ·

    Yuxin Dong

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15. icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract)
    AAAI 2024 ·

    Shixuan Liu

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