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Kwan Hui Lim

Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness

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Aug 26, 2025
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BGM-HAN: A Hierarchical Attention Network for Accurate and Fair Decision Assessment on Semi-Structured Profiles

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Jul 23, 2025
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Fairness And Performance In Harmony: Data Debiasing Is All You Need

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Nov 26, 2024
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Physics-Informed LLM-Agent for Automated Modulation Design in Power Electronics Systems

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Nov 21, 2024
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Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification

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Nov 21, 2024
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Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production

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Nov 19, 2024
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Towards Objective and Unbiased Decision Assessments with LLM-Enhanced Hierarchical Attention Networks

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Nov 14, 2024
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Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech

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May 02, 2024
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Towards Precise Observations of Neural Model Robustness in Classification

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Apr 25, 2024
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Label-Free Topic-Focused Summarization Using Query Augmentation

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Apr 25, 2024
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