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Xuezhe Ma

Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning

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Apr 08, 2025
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AIDE: Agentically Improve Visual Language Model with Domain Experts

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Feb 13, 2025
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MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models

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Dec 05, 2024
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PatentEdits: Framing Patent Novelty as Textual Entailment

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Nov 20, 2024
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DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises

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Nov 12, 2024
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LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems

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Oct 18, 2024
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Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

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Aug 20, 2024
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Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models

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Jul 12, 2024
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Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models

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Jul 02, 2024
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Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

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Apr 12, 2024
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