| Starcoder: may the source be with you! R Li, LB Allal, Y Zi, N Muennighoff, D Kocetkov, C Mou, M Marone, C Akiki, ... arXiv preprint arXiv:2305.06161, 2023 | 883* | 2023 |
| Active retrieval augmented generation Z Jiang, FF Xu, L Gao, Z Sun, Q Liu, J Dwivedi-Yu, Y Yang, J Callan, ... arXiv preprint arXiv:2305.06983, 2023 | 335 | 2023 |
| SantaCoder: don't reach for the stars! LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ... arXiv, 2023 | 225* | 2023 |
| TAPEX: Table Pre-training via Learning a Neural SQL Executor Q Liu, B Chen, J Guo, Z Lin, J Lou ICLR, 2022 | 214 | 2022 |
| You impress me: Dialogue generation via mutual persona perception Q Liu, Y Chen, B Chen, JG Lou, Z Chen, B Zhou, D Zhang ACL, 2020 | 173 | 2020 |
| Octopack: Instruction tuning code large language models N Muennighoff, Q Liu, A Zebaze, Q Zheng, B Hui, TY Zhuo, S Singh, ... arXiv preprint arXiv:2308.07124, 2023 | 154 | 2023 |
| Starcoder 2 and the stack v2: The next generation A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ... arXiv preprint arXiv:2402.19173, 2024 | 141 | 2024 |
| Lorahub: Efficient cross-task generalization via dynamic lora composition C Huang, Q Liu, BY Lin, T Pang, C Du, M Lin R0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation …, 2023 | 126 | 2023 |
| Learning on Large-scale Text-attributed Graphs via Variational Inference J Zhao, M Qu, C Li, H Yan, Q Liu, R Li, X Xie, J Tang ICLR, 2023 | 116 | 2023 |
| Reasoning implicit sentiment with chain-of-thought prompting H Fei, B Li, Q Liu, L Bing, F Li, TS Chua arXiv preprint arXiv:2305.11255, 2023 | 96 | 2023 |
| Compositional generalization by learning analytical expressions Q Liu, S An, JG Lou, B Chen, Z Lin, Y Gao, B Zhou, N Zheng, D Zhang NeurIPS, 2020 | 79* | 2020 |
| ReTraCk: a flexible and efficient framework for knowledge base question answering S Chen, Q Liu, Z Yu, CY Lin, JG Lou, F Jiang ACL, 2021 | 74 | 2021 |
| Reasoning like program executors X Pi, Q Liu, B Chen, M Ziyadi, Z Lin, Y Gao, Q Fu, JG Lou, W Chen EMNLP, 2022 | 63 | 2022 |
| Incomplete utterance rewriting as semantic segmentation Q Liu, B Chen, JG Lou, B Zhou, D Zhang EMNLP, 2020 | 58 | 2020 |
| Openagents: An open platform for language agents in the wild T Xie, F Zhou, Z Cheng, P Shi, L Weng, Y Liu, TJ Hua, J Zhao, Q Liu, C Liu, ... arXiv preprint arXiv:2310.10634, 2023 | 54 | 2023 |
| Lemur: Harmonizing natural language and code for language agents Y Xu, H Su, C Xing, B Mi, Q Liu, W Shi, B Hui, F Zhou, Y Liu, T Xie, ... arXiv preprint arXiv:2310.06830, 2023 | 53 | 2023 |
| Mantis: Interleaved multi-image instruction tuning D Jiang, X He, H Zeng, C Wei, M Ku, Q Liu, W Chen arXiv preprint arXiv:2405.01483, 2024 | 50 | 2024 |
| Simteg: A frustratingly simple approach improves textual graph learning K Duan, Q Liu, TS Chua, S Yan, WT Ooi, Q Xie, J He arXiv preprint arXiv:2308.02565, 2023 | 43 | 2023 |
| Learning Algebraic Recombination for Compositional Generalization C Liu, S An, Z Lin, Q Liu, B Chen, JG Lou, L Wen, N Zheng, D Zhang ACL-Findings, 2021 | 43* | 2021 |
| Bag of tricks for training data extraction from language models W Yu, T Pang, Q Liu, C Du, B Kang, Y Huang, M Lin, S Yan International Conference on Machine Learning, 40306-40320, 2023 | 41 | 2023 |
Jian-Guang LOUMicrosoft Research AsiaVerified email at microsoft.com
