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Lingpeng Kong

Non-myopic Generation of Language Models for Reasoning and Planning

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Oct 28, 2024
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Why Does the Effective Context Length of LLMs Fall Short?

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Oct 24, 2024
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Scaling Diffusion Language Models via Adaptation from Autoregressive Models

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Oct 23, 2024
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Non-myopic Generation of Language Model for Reasoning and Planning

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Oct 23, 2024
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Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration

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Oct 22, 2024
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ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom

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Oct 18, 2024
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Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

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Oct 18, 2024
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Understanding the Role of LLMs in Multimodal Evaluation Benchmarks

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Oct 16, 2024
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QSpec: Speculative Decoding with Complementary Quantization Schemes

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Oct 15, 2024
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TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs

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Oct 14, 2024
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