Sirui Wang

Venues

Frequent coauthors

Papers

1. Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
   AAAI 2026 ·

   Changyuan Tian

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2. Enhancing LLMs via High-Knowledge Data Selection
   AAAI 2025 ·

   Feiyu Duan

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3. FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
   EMNLP 2025 ·

   Liangyu Xu

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4. FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
   ACL 2025 ·

   Xuemiao Zhang

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5. Growing Through Experience: Scaling Episodic Grounding in Language Models
   ACL 2025 ·

   Chunhui Zhang

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6. Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
   ACL 2025 ·

   Jingwang Huang

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7. PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning
   ACL 2025 ·

   Zhicong Lu

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8. Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
   ACL 2025 ·

   Xuemiao Zhang

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9. Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
   EMNLP 2024 ·

   Ruotong Pan

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10. Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
    EMNLP 2024 ·

    Zhicong Lu

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