Prompting large language models with chain-of-thought for few-shot knowledge base question generation Y Liang, J Wang, H Zhu, L Wang, W Qian, Y Lan EMNLP 2023, 2023 | 27 | 2023 |
Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL Y Liang, K Tan, T Xie, W Tao, S Wang, Y Lan, W Qian CIKM 2024, 2024 | 3* | 2024 |
FinQA: A Training-Free Dynamic Knowledge Graph Question Answering System in Finance with LLM-Based Revision W Tao, H Zhu, K Tan, J Wang, Y Liang, H Jiang, P Yuan, Y Lan Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 1 | 2024 |
Retrieval augmented instruction tuning for open ner with large language models T Xie, J Zhang, Y Zhang, Y Liang, Q Li, H Wang COLING 2025, 2024 | 1 | 2024 |
Improving Cascade Decoding with Syntax-Aware Aggregator and Contrastive Learning for Event Extraction Z Sheng, Y Liang, Y Lan China National Conference on Chinese Computational Linguistics, 175-191, 2023 | 1 | 2023 |
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language Y Liang, T Xie, G Peng, Z Huang, Y Lan, W Qian arXiv preprint arXiv:2412.10434, 2024 | | 2024 |