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Xueqi Cheng

Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking

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Mar 25, 2025
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Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models

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Mar 20, 2025
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Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution

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Mar 05, 2025
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Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction

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Mar 04, 2025
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Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective

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Mar 04, 2025
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CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification

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Feb 25, 2025
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TrustRAG: An Information Assistant with Retrieval Augmented Generation

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Feb 19, 2025
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Estimating Commonsense Plausibility through Semantic Shifts

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Feb 19, 2025
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Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance

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Feb 18, 2025
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Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception

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Feb 17, 2025
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