Ask me anything: Dynamic memory networks for natural language processing A Kumar, O Irsoy, J Su, J Bradbury, R English, B Pierce, P Ondruska, ... International Conference on Machine Learning (ICML), 2016 | 1536 | 2016 |
Seq2SQL: Generating structured queries from natural language using reinforcement learning V Zhong, C Xiong, R Socher arXiv preprint arXiv:1709.00103, 2017 | 1080 | 2017 |
Position-aware Attention and Supervised Data Improve Slot Filling Y Zhang, V Zhong, D Chen, G Angeli, CD Manning Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017 | 935 | 2017 |
Dynamic Coattention Networks For Question Answering C Xiong, V Zhong, R Socher International Conference on Learning Representations (ICLR), 2017 | 716 | 2017 |
Global-Locally Self-Attentive Encoder for Dialogue State Tracking V Zhong, C Xiong, R Socher Annual Meeting of the Association for Computational Linguistics (ACL) 1 …, 2018 | 292* | 2018 |
When not to trust language models: Investigating effectiveness of parametric and non-parametric memories A Mallen, A Asai, V Zhong, R Das, D Khashabi, H Hajishirzi Annual Meeting of the Association for Computational Linguistics, 2023 | 257* | 2023 |
Unifiedskg: Unifying and multi-tasking structured knowledge grounding with text-to-text language models T Xie, CH Wu, P Shi, R Zhong, T Scholak, M Yasunaga, CS Wu, M Zhong, ... Conference on Empirical Methods in Natural Language Processing, 2022 | 257* | 2022 |
Multi-hop Reading Comprehension through Question Decomposition and Rescoring S Min, V Zhong, L Zettlemoyer, H Hajishirzi Annual Meeting of the Association for Computational Linguistics (ACL), 2019 | 239 | 2019 |
Efficient and Robust Question Answering from Minimal Context over Documents S Min, V Zhong, R Socher, C Xiong Annual Meeting of the Association for Computational Linguistics (ACL), 2018 | 173 | 2018 |
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering C Xiong, V Zhong, R Socher International Conference on Learning Representations (ICLR), 2018 | 130 | 2018 |
Generating dual sequence inferences using a neural network model V Zhong, C Xiong, R Socher US Patent 11,170,287, 2021 | 123 | 2021 |
Dynamic coattention network for question answering C Xiong, V Zhong, R Socher US Patent 10,963,782, 2021 | 118 | 2021 |
Neural network based translation of natural language queries to database queries V Zhong, C Xiong, R Socher US Patent 10,747,761, 2020 | 114 | 2020 |
RTFM: Generalising to Novel Environment Dynamics via Reading V Zhong, T Rocktäschel, E Grefenstette International Conference on Learning Representations (ICLR), 2020 | 87 | 2020 |
Grounded Adaptation for Zero-shot Executable Semantic Parsing V Zhong, M Lewis, SI Wang, L Zettlemoyer Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 | 84 | 2020 |
Question answering from minimal context over documents MIN Sewon, V Zhong, C Xiong, R Socher US Patent 11,227,218, 2022 | 81 | 2022 |
Dialogue state tracking using a global-local encoder V Zhong, C Xiong US Patent 10,929,607, 2021 | 80 | 2021 |
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering V Zhong, C Xiong, N Keskar, R Socher International Conference on Learning Representations (ICLR), 2019 | 75 | 2019 |
LEWIS: Levenshtein editing for unsupervised text style transfer M Reid, V Zhong Findings of the Annual Meeting of the Association for Computational Linguistics, 2021 | 68 | 2021 |
Improving intrinsic exploration with language abstractions J Mu, V Zhong, R Raileanu, M Jiang, N Goodman, T Rocktäschel, ... Advances in Neural Information Processing Systems 35, 33947-33960, 2022 | 51 | 2022 |