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Hongyin Luo

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

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Jul 22, 2025
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RAG-Zeval: Towards Robust and Interpretable Evaluation on RAG Responses through End-to-End Rule-Guided Reasoning

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May 28, 2025
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Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion

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May 23, 2025
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Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution

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Mar 03, 2025
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Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains

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Oct 24, 2024
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Addition is All You Need for Energy-efficient Language Models

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Oct 02, 2024
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Quantifying Generalization Complexity for Large Language Models

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Oct 02, 2024
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Training Task Experts through Retrieval Based Distillation

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Jul 07, 2024
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Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

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Jun 17, 2024
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Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers

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Jun 16, 2024
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