| A deep reinforcement learning chatbot IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1709.02349, 2017 | 350 | 2017 |
| A deep reinforcement learning chatbot (short version) IV Serban, C Sankar, M Germain, S Zhang, Z Lin, S Subramanian, T Kim, ... arXiv preprint arXiv:1801.06700, 2018 | 20 | 2018 |
| A structured self-attentive sentence embedding Z Lin, M Feng, CN Santos, M Yu, B Xiang, B Zhou, Y Bengio ICLR 2017: 5th International Conference on Learning Representations, 2017 | 2717 | 2017 |
| Adapting Prompt for Few-shot Table-to-Text Generation Z Guo, M Yan, J Qi, J Zhou, Z He, Z Lin, G Zheng, X Wang arXiv preprint arXiv:2302.12468, 2023 | | 2023 |
| Annotation Inconsistency and Entity Bias in MultiWOZ K Qian, A Beirami, Z Lin, A De, A Geramifard, Z Yu, C Sankar SIGDIAL 2021: 22nd Annual Meeting of the Special Interest Group on Discourse …, 2021 | 30 | 2021 |
| Architectural complexity measures of recurrent neural networks S Zhang, Y Wu, T Che, Z Lin, R Memisevic, RR Salakhutdinov, Y Bengio NIPS 2016: Advances in neural information processing systems, 29, 1822-1830, 2016 | 191 | 2016 |
| Asymmetric Polynomial Loss for Multi-Label Classification Y Huang, J Qi, X Wang, Z Lin ICASSP 2023: 2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 4 | 2023 |
| Block-Skim: Efficient Question Answering for Transformer Y Guan, Z Li, J Leng, Z Lin, M Guo, Y Zhu AAAI 2022: 36th AAAI Conference on Artificial Intelligence, 2021 | 19 | 2021 |
| Critical data size of language models from a grokking perspective X Zhu, Y Fu, B Zhou, Z Lin arXiv preprint arXiv:2401.10463, 2024 | 2 | 2024 |
| Deep learning-based classification of hyperspectral data Y Chen, Z Lin, X Zhao, G Wang, Y Gu IEEE Journal of Selected topics in applied earth observations and remote …, 2014 | 2706 | 2014 |
| Deep neural networks for natural language processing and its acceleration Z Lin Ph.D. Thesis, University of Montreal, 2020 | 1 | 2020 |
| Document-Level Relation Extraction with Relation Correlation Enhancement Y Huang, Z Lin ICONIP 2023: The 30th International Conference on Neural Information Processing, 2023 | | 2023 |
| Enhancing Sparql Query Generation for Kbqa Systems by Learning to Correct Triplets J Qi, C Su, Z Guo, L Wu, K Zou, H Yan, X Wang, C Zhou, Z Lin Available at SSRN 4583192, 0 | | |
| Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach W Du, Z Lin, Y Shen, TJ O'Donnell, Y Bengio, Y Zhang ACL 2020: 58th Annual Meeting of the Association for Computational Linguistics, 2020 | 16 | 2020 |
| Extracting Financial Events from Raw Texts via Matrix Chunking Y Huang, N Hu, K Li, N Wang, Z Lin Proceedings of the 2024 Joint International Conference on Computational …, 2024 | | 2024 |
| Few-shot table-to-text generation with prompt planning and knowledge memorization Z Guo, M Yan, J Qi, J Zhou, Z He, Z Lin, G Zheng, X Wang arXiv preprint arXiv:2302.04415, 2023 | 5 | 2023 |
| Few-Shot Table-to-Text Generation with Prompt-based Adapter Z Guo, M Yan, J Qi, J Zhou, Z He, Z Lin, G Zheng, X Wang arXiv preprint arXiv:2302.12468, 2023 | 2 | 2023 |
| Focused Hierarchical RNNs for Conditional Sequence Processing NR Ke, K Zolna, A Sordoni, Z Lin, A Trischler, Y Bengio, J Pineau, ... ICML 2018: 35th International Conference on Machine Learning, 2018 | 25 | 2018 |
| Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator Z He, M Yang, M Feng, J Yin, X Wang, J Leng, Z Lin ACL 2023: Findings of the Association for Computational Linguistics, 2023 | 6 | 2023 |
| Geogalactica: A scientific large language model in geoscience Z Lin, C Deng, L Zhou, T Zhang, Y Xu, Y Xu, Z He, Y Shi, B Dai, Y Song, ... arXiv preprint arXiv:2401.00434, 2023 | 10 | 2023 |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca