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Lei Hou

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

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Mar 27, 2025
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Invertible Koopman neural operator for data-driven modeling of partial differential equations

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Mar 25, 2025
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MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark

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Mar 10, 2025
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Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models

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Feb 27, 2025
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Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems

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Feb 26, 2025
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LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

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Feb 20, 2025
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LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

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Dec 19, 2024
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EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents

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Dec 16, 2024
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AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning

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Nov 25, 2024
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Constraint Back-translation Improves Complex Instruction Following of Large Language Models

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Oct 31, 2024
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