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Houfeng Wang

Peking University, Beijing, China

20 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ACL ×11NAACL ×3EMNLP ×2NeurIPS ×2AAAI ×1WWW ×1

Frequent coauthors

Ziyao Xu
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Feifan Song
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Jing Jin
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Wen Luo
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Guangyue Peng
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Wei Li
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Linhao Zhang
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Wei Li
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Zailong Tian
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Shaohang Wei
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Papers

  1. Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation
    ACL 2026 ·
    Jing Jin
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  2. Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs
    ACL 2026 ·
    Linhao Zhang
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  3. Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective
    ACL 2026 ·
    Ziyao Xu
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  4. P-Aligner: Pre-Aligning LLMs via Principled Instruction Synthesis
    WWW 2026 ·
    Feifan Song
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  5. Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations
    ACL 2026 ·
    Wen Luo
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  6. Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction
    ACL 2025 ·
    Guangyue Peng
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  7. Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
    NAACL 2025 ·
    Wei Li
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  8. FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
    ACL 2025 ·
    Wei Li
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  9. Instantly Learning Preference Alignment via In-context DPO
    NAACL 2025 ·
    Feifan Song
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  10. Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion
    NAACL 2025 ·
    Ziyao Xu
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  11. Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
    ACL 2025 ·
    Guangyue Peng
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  12. MC²: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing
    EMNLP 2025 ·
    Ziyao Xu
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  13. Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation
    ACL 2025 ·
    Wen Luo
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  14. Sheetpedia: A 300K-Spreadsheet Corpus for Spreadsheet Intelligence and LLM Fine-Tuning
    NeurIPS 2025 ·
    Zailong Tian
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  15. TimE: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
    NeurIPS 2025 ·
    Shaohang Wei
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  16. Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding
    ACL 2025 ·
    Feifan Song
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  17. DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering
    EMNLP 2024 ·
    Jing Jin
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  18. Detection-Correction Structure via General Language Model for Grammatical Error Correction
    ACL 2024 ·
    Wei Li
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  19. Preference Ranking Optimization for Human Alignment
    AAAI 2024 ·
    Feifan Song
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  20. SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation
    ACL 2024 ·
    Ziyao Xu
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