The unreliability of explanations in few-shot prompting for textual reasoning X Ye, G Durrett Advances in neural information processing systems 35, 30378-30392, 2022 | 119* | 2022 |
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering X Ye, S Yavuz, K Hashimoto, Y Zhou, C Xiong ACL 2022, 2021 | 84 | 2021 |
Multi-modal synthesis of regular expressions Q Chen, X Wang, X Ye, G Durrett, I Dillig Proceedings of the 41st ACM SIGPLAN Conference on Programming Language …, 2020 | 80 | 2020 |
Interactive correction of mislabeled training data S Xiang, X Ye, J Xia, J Wu, Y Chen, S Liu 2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 57-68, 2019 | 72 | 2019 |
Complementary Explanations for Effective In-Context Learning X Ye, S Iyer, A Celikyilmaz, V Stoyanov, G Durrett, R Pasunuru Findings of ACL 2023, 2022 | 39 | 2022 |
Sketch-Driven Regular Expression Generation from Natural Language and Examples X Ye, Q Chen, X Wang, I Dillig, G Durrett Transactions of the Association for Computational Linguistics 8, 679-694, 2020 | 28 | 2020 |
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals X Ye, R Nair, G Durrett Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 24* | 2021 |
Can Explanations Be Useful for Calibrating Black Box Models? X Ye, G Durrett ACL 2022, 2021 | 22 | 2021 |
Optimal Neural Program Synthesis from Multimodal Specifications X Ye, Q Chen, I Dillig, G Durrett Findings of EMNLP 2021, 2020 | 20 | 2020 |
Diagnosing ensemble few-shot classifiers W Yang, X Ye, X Zhang, L Xiao, J Xia, Z Wang, J Zhu, H Pfister, S Liu IEEE Transactions on Visualization and Computer Graphics 28 (9), 3292-3306, 2022 | 19 | 2022 |
Benchmarking Multimodal Regex Synthesis with Complex Structures X Ye, Q Chen, I Dillig, G Durrett ACL 2020, 2020 | 19 | 2020 |
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting X Ye, G Durrett EMNLP 2023, 2023 | 15* | 2023 |
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting X Ye, Q Chen, I Dillig, G Durrett Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 13* | 2023 |
Effective large language model adaptation for improved grounding and citation generation X Ye, R Sun, SÖ Arik, T Pfister NAACL 2024, 2023 | 4* | 2023 |
Assessing Out-of-Domain Language Model Performance from Few Examples P Singhal, J Forristal, X Ye, G Durrett arXiv preprint arXiv:2210.06725, 2022 | 3 | 2022 |
MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning Z Sprague, X Ye, K Bostrom, S Chaudhuri, G Durrett arXiv preprint arXiv:2310.16049, 2023 | 2 | 2023 |
Crafting In-context Examples according to LMs' Parametric Knowledge Y Lee, P Atreya, X Ye, E Choi arXiv preprint arXiv:2311.09579, 2023 | 1 | 2023 |
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Y Lee, X Ye, E Choi arXiv preprint arXiv:2404.12447, 2024 | | 2024 |
EEL: Efficiently Encoding Lattices for Reranking P Singhal, J Xu, X Ye, G Durrett ACL 2023, 2023 | | 2023 |