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Tong Xiao

Northeastern University, China NiuTrans Research, Shenyang, China

43 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

ACL ×22EMNLP ×9AAAI ×6NeurIPS ×3ICML ×1IJCAI ×1IROS ×1

Frequent coauthors

Chenglong Wang
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Xiaoqian Liu
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Yingfeng Luo
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Yuan Ge
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Runsong Zhao
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Pengcheng Huang
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Yuchun Fan
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Yifu Huo
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Abudurexiti Reheman
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Xinyu Liu
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Tong Zheng
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Yuxuan Ouyang
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Papers

  1. BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories
    ACL 2026 ·
    Yuxuan Ouyang
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  2. Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation
    ACL 2026 ·
    Xiaoqian Liu
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  3. CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
    ACL 2026 ·
    Runsong Zhao
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  4. Empirical Analysis of Decoding Biases in Masked Diffusion Models
    ACL 2026 ·
    Pengcheng Huang
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  5. GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning
    AAAI 2026 ·
    Chenglong Wang
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  6. LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
    ACL 2026 ·
    Yuchun Fan
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  7. MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
    ACL 2026 ·
    Junhao Ruan
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  8. NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
    ACL 2026 ·
    Yingfeng Luo
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  9. On the Emotion Understanding of Synthesized Speech
    ACL 2026 ·
    Yuan Ge
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  10. Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
    AAAI 2026 ·
    Chenglong Wang
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  11. RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
    ACL 2026 ·
    Yingfeng Luo
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  12. SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
    ACL 2026 ·
    Chenglong Wang
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  13. SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Yifu Huo
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  14. SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
    AAAI 2026 ·
    Yuan Ge
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  15. WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation
    AAAI 2026 ·
    Xiaoqian Liu
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  16. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
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  17. Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
    ACL 2025 ·
    Yingfeng Luo
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  18. Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
    ACL 2025 ·
    Abudurexiti Reheman
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  19. Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
    EMNLP 2025 ·
    Weiqiao Shan
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  20. GRAM: A Generative Foundation Reward Model for Reward Generalization
    ICML 2025 ·
    Chenglong Wang
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  21. HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
    EMNLP 2025 ·
    Yifu Huo
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  22. IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
    EMNLP 2025 ·
    Xinyu Liu
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  23. Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
    EMNLP 2025 ·
    Yuchun Fan
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  24. Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
    ACL 2025 ·
    Yuhao Zhang
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  25. Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
    ACL 2025 ·
    Yafu Li
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  26. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
    NeurIPS 2025 ·
    Chenglong Wang
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  27. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Pengcheng Huang
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  28. Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
    EMNLP 2025 ·
    Runsong Zhao
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  29. RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
    AAAI 2025 ·
    Chenglong Wang
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  30. Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
    EMNLP 2025 ·
    Kaiyan Chang
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  31. Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
    EMNLP 2024 ·
    Yuan Ge
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  32. EIT: Enhanced Interactive Transformer
    ACL 2024 ·
    Tong Zheng
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  33. ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation
    AAAI 2024 ·
    Chenglong Wang
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  34. Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation
    ACL 2024 ·
    Abudurexiti Reheman
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  35. Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models
    EMNLP 2024 ·
    Xinyu Liu
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  36. Hybrid Alignment Training for Large Language Models
    ACL 2024 ·
    Chenglong Wang
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  37. PartialFormer: Modeling Part Instead of Whole for Machine Translation
    ACL 2024 ·
    Tong Zheng
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  38. Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
    NeurIPS 2024 ·
    Bei Li
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  39. Recent Advances in End-to-End Simultaneous Speech Translation
    IJCAI 2024 ·
    Xiaoqian Liu
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  40. Revealing the Parallel Multilingual Learning within Large Language Models
    EMNLP 2024 ·
    Yongyu Mu
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  41. Revisiting Interpolation Augmentation for Speech-to-Text Generation
    ACL 2024 ·
    Chen Xu
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  42. Teaching Language Models to Self-Improve by Learning from Language Feedback
    ACL 2024 ·
    Chi Hu
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  43. Trans-Rotor: An Active Omnidirectional Aerial-Ground Vehicle With Differential Gear Joint Transformation Mechanism
    IROS 2024 ·
    Xuankang Wu
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