Guozheng Li

Venues

Frequent coauthors

Papers

1. Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts
   AAAI 2026 ·

   Jiajun Liu

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2. Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models
   AAAI 2026 ·

   Zijie Xu

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3. K-STaR: Knowledge-Aware Self-Taught Reasoner
   AAAI 2026 · Guozheng Li
4. On the Role of Discriminative Models in Generative Relation Extraction
   ACL 2026 · Guozheng Li
5. Unlearning of Knowledge Graph Embedding via Preference Optimization
   WWW 2026 ·

   Jiajun Liu

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6. Acquisition and Application of Novel Knowledge in Large Language Models
   ACL 2025 ·

   Ziyu Shang

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7. LLM-Guided Semantic-Aware Clustering for Topic Modeling
   ACL 2025 ·

   Jianghan Liu

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8. On the Consistency of Commonsense in Large Language Models
   ACL 2025 · Guozheng Li
9. Boosting Textural NER with Synthetic Image and Instructive Alignment
   ACL 2024 ·

   Jiahao Wang

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10. ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context
    AAAI 2024 ·

    Chenxiao Wu

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11. Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
    IJCAI 2024 ·

    Ke Ji

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12. Empirical Analysis of Dialogue Relation Extraction with Large Language Models
    IJCAI 2024 · Guozheng Li
13. Fast and Continual Knowledge Graph Embedding via Incremental LoRA
    IJCAI 2024 ·

    Jiajun Liu

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14. Incorporating Schema-Aware Description into Document-Level Event Extraction
    IJCAI 2024 ·

    Zijie Xu

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15. Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning
    IJCAI 2024 ·

    Ziyu Shang

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16. Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
    IJCAI 2024 · Guozheng Li
17. Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
    IJCAI 2024 · Guozheng Li
18. Towards Continual Knowledge Graph Embedding via Incremental Distillation
    AAAI 2024 ·

    Jiajun Liu

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19. Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype
    AAAI 2024 ·

    Yanhe Liu

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20. Unveiling LoRA Intrinsic Ranks via Salience Analysis
    NeurIPS 2024 ·

    Wenjun Ke

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