publications

publications in reversed chronological order. generated by jekyll-scholar.

2026

  1. IQAR: Intent-aware Query Augmentation for Zero-shot Retrieval
    Lingwei Zhang, Jiaqi Wang, and Fenglong Ma
    2026
    In submission

2025

  1. MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph
    Xiaochen Wang, Yuan Zhong, Lingwei Zhang, and 3 more authors
    2025
    Preprint, In submission
    HTML
  2. Causal Graph Alignment for LLM Reasoning: Autoregressive Modeling via Causal Bayesian Factorization
    Yiran Liu, Lingwei Zhang, Yafei He, and 2 more authors
    2025
    In submission

2024

  1. Rethinking the Development of Large Language Models from the Causal Perspective: A Legal Text Prediction Case Study
    Haotian Chen, Lingwei Zhang, Yiran Liu, and 1 more author
    Proceedings of the AAAI Conference on Artificial Intelligence, Mar 2024
    DOI HTML

2023

  1. Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust
    Haotian Chen, Lingwei Zhang, Yiran Liu, and 2 more authors
    Mar 2023
    Preprint
    HTML