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Hwee Tou Ng

DSO National Laboratories

Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models

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Jun 16, 2025
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The Hallucination Dilemma: Factuality-Aware Reinforcement Learning for Large Reasoning Models

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May 30, 2025
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Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization

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Feb 24, 2025
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Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance

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Dec 23, 2024
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Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration

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Dec 22, 2024
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Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling

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Dec 19, 2024
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Efficient and Interpretable Grammatical Error Correction with Mixture of Experts

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Oct 30, 2024
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Self-Judge: Selective Instruction Following with Alignment Self-Evaluation

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Sep 02, 2024
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Preference-Guided Reflective Sampling for Aligning Language Models

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Aug 22, 2024
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Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning

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Nov 16, 2023
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