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Shuyan Zhou
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PAL: Program-aided Language Models
L Gao*, A Madaan*, S Zhou*, U Alon, P Liu, Y Yang, J Callan, G Neubig
ICML 2023, 2022
3842022
Language Models of Code are Few-shot Commonsense Learners
A Madaan, S Zhou, U Alon, Y Yang, G Neubig
EMNLP 2022, 2022
1102022
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
792023
DocPrompting: Generating Code by Retrieving the Docs
S Zhou, U Alon, FF Xu, Z Wang, Z Jiang, G Neubig
ICLR 2023, 2022
70*2022
Soft Gazetteers for Low-resource Named Entity Recognition
S Rijhwani, S Zhou, G Neubig, J Carbonell
ACL 2020, 2020
422020
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
332023
Execution-based evaluation for open-domain code generation
Z Wang, S Zhou, D Fried, G Neubig
Findings of EMNLP 2023, 2022
332022
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
302019
Codebertscore: Evaluating Code Generation with Pretrained Models of Code
S Zhou, U Alon, S Agarwal, G Neubig
EMNLP 2023, 2023
272023
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
262020
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
252022
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
182022
Towards Zero-resource Cross-lingual Entity Linking
S Zhou, S Rijhwani, G Neubig
DeepLo Workshop at EMNLP 2019, 2019
182019
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
132023
Aggregated Semantic Matching for Short Text Entity Linking
F Nie, S Zhou, J Liu, J Wang, CY Lin, R Pan
CoNLL 2018, 2018
112018
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language
S Zhou, P Yin, G Neubig
Structured and Unstructured Knowledge Integration Workshop at NAACL 2022, 2021
102021
Hierarchical Prompting Assists Large Language Model on Web Navigation
A Sridhar, R Lo, FF Xu, H Zhu, S Zhou
Findings of EMNLP 2023, 2023
92023
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, ...
arXiv preprint arXiv:2401.13649, 2024
72024
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