Lingpeng Kong

Latest

• Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration
• Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks
• Retrieved Sequence Augmentation for Protein Representation Learning
• GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers
• BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
• Explanation Regeneration via Information Bottleneck
• A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment
• Efficient Zero-shot Learning via Dataset Generation
• Event Transition Planning for Open-ended Text Generation