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Fandong Meng

LaCo: Efficient Layer-wise Compression of Visual Tokens for Multimodal Large Language Models

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Jul 03, 2025
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Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings

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Jun 10, 2025
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Dissecting Long Reasoning Models: An Empirical Study

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Jun 05, 2025
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Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts

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May 28, 2025
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THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation

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May 20, 2025
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SlangDIT: Benchmarking LLMs in Interpretative Slang Translation

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May 20, 2025
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Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space

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May 19, 2025
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ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning

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May 19, 2025
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An Empirical Study of Many-to-Many Summarization with Large Language Models

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May 19, 2025
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Continuous Visual Autoregressive Generation via Score Maximization

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May 12, 2025
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