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Author

Ming Liu

Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
2026 · Runxuan Liu, Xianhao Ou, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness
2026 · Yueheng Mao, Min Yu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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From Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning
2026 · Guo Tang, Ke Cheng, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning
2026 · Rongchuan Mu, Zexin Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus
2026 · Yexing Du, Kaiyuan Liu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction
2026 · Guanglu Sun, Xinyu Liu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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EMTIR-GRPO: Efficient Multi-Tool Augmented Large Language Models via Reinforcement Learning
2026 · Shixin Jiang, Zhihao Zhu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning
2026 · Wenxiang Zheng, Guo Tang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Works count: 8
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