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Guangyuan Ma

PulseBat: A field-accessible dataset for second-life battery diagnostics from realistic histories using multidimensional rapid pulse test

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Feb 24, 2025
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CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts

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Oct 21, 2024
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Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval

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Aug 20, 2024
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MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts

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Jul 13, 2024
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Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval

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Jan 20, 2024
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HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

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Sep 06, 2023
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Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval

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Aug 16, 2023
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ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems

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Jun 14, 2023
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PUNR: Pre-training with User Behavior Modeling for News Recommendation

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Apr 25, 2023
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CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval

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Apr 20, 2023
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