| 2024 | ACL | How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering. | Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou, Juanzi Li |
| 2024 | ICML | Online Cascade Learning for Efficient Inference over Streams. | Lunyiu Nie, Zhimin Ding, Erdong Hu, Christopher M. Jermaine, Swarat Chaudhuri |
| 2023 | AAAI | Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. | Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai |
| 2022 | ACL | KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. | Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang |
| 2022 | EMNLP | GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. | Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai |