| PAL: Program-aided Language Models L Gao*, A Madaan*, S Zhou*, U Alon, P Liu, Y Yang, J Callan, G Neubig ICML 2023, 2022 | 792 | 2022 |
| WebArena: A realistic web environment for building autonomous agents S Zhou*, FF Xu*, H Zhu, X Zhou, R Lo, A Sridhar, X Cheng, T Ou, Y Bisk, ... ICLR 2024, 2023 | 375* | 2023 |
| Language Models of Code are Few-shot Commonsense Learners A Madaan, S Zhou, U Alon, Y Yang, G Neubig EMNLP 2022, 2022 | 195 | 2022 |
| DocPrompting: Generating Code by Retrieving the Docs S Zhou, U Alon, FF Xu, Z Wang, Z Jiang, G Neubig ICLR 2023, 2022 | 160* | 2022 |
| Visualwebarena: Evaluating multimodal agents on realistic visual web tasks JY Koh, R Lo, L Jang, V Duvvur, MC Lim, PY Huang, G Neubig, S Zhou, ... ACL 2024, 2024 | 156 | 2024 |
| Codebertscore: Evaluating Code Generation with Pretrained Models of Code S Zhou, U Alon, S Agarwal, G Neubig EMNLP 2023, 2023 | 102 | 2023 |
| Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments T Xie, D Zhang, J Chen, X Li, S Zhao, R Cao, TJ Hua, Z Cheng, D Shin, ... NeurIPS D&B Track 2024, 2024 | 98 | 2024 |
| Bridging the gap: A Survey on Integrating (Human) Feedback for Natural Language Generation P Fernandes, A Madaan, E Liu, A Farinhas, PH Martins, A Bertsch, ... TACL 2023, 2023 | 78 | 2023 |
| Execution-based evaluation for open-domain code generation Z Wang, S Zhou, D Fried, G Neubig Findings of EMNLP 2023, 2022 | 73 | 2022 |
| Soft Gazetteers for Low-resource Named Entity Recognition S Rijhwani, S Zhou, G Neubig, J Carbonell ACL 2020, 2020 | 51 | 2020 |
| Mconala: a Benchmark for Code Generation from Multiple Natural Languages Z Wang, G Cuenca, S Zhou, FF Xu, G Neubig Findings of EACL 2023, 2022 | 48 | 2022 |
| Improving Robustness of Neural Machine Translation with Multi-task Learning S Zhou, X Zeng, Y Zhou, A Anastasopoulos, G Neubig Proceedings of the Fourth Conference on Machine Translation (WMT), 2019 | 36 | 2019 |
| Hierarchical prompting assists large language model on web navigation R Lo, A Sridhar, FF Xu, H Zhu, S Zhou Findings of the Association for Computational Linguistics: EMNLP 2023, 10217 …, 2023 | 34* | 2023 |
| Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data S Zhou, L Zhang, Y Yang, Q Lyu, P Yin, C Callison-Burch, G Neubig ACL 2022, 2022 | 33 | 2022 |
| Improving Candidate Generation for Low-resource Cross-lingual Entity Linking S Zhou, S Rijhwani, J Wieting, J Carbonell, G Neubig Transactions of the Association for Computational Linguistics (TACL) 8, 109-124, 2020 | 29 | 2020 |
| Tianyue Ou, Yonatan Bisk, Daniel Fried, et al. 2023. Webarena: A realistic web environment for building autonomous agents S Zhou, FF Xu, H Zhu, X Zhou, R Lo, A Sridhar, X Cheng arXiv preprint arXiv:2307.13854, 2023 | 28 | 2023 |
| Causal Reasoning of Entities and Events in Procedural Texts L Zhang, H Xu, Y Yang, S Zhou, W You, M Arora, C Callison-Burch Findings of EACL 2023, 2023 | 26 | 2023 |
| Findings of the Association for Computational Linguistics: EMNLP 2023 Z Wang, S Zhou, D Fried, G Neubig Association for Computational Linguistics, 1271-1290, 2023 | 22 | 2023 |
| Webcanvas: Benchmarking web agents in online environments Y Pan, D Kong, S Zhou, C Cui, Y Leng, B Jiang, H Liu, Y Shang, S Zhou, ... arXiv preprint arXiv:2406.12373, 2024 | 19 | 2024 |
| Towards Zero-resource Cross-lingual Entity Linking S Zhou, S Rijhwani, G Neubig DeepLo Workshop at EMNLP 2019, 2019 | 19 | 2019 |
Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
