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Xinyi Wang
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Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
W Chen, X Ma, X Wang, WW Cohen
TMLR 2023, 2022
3202022
Large language models are latent variable models: Explaining and finding good demonstrations for in-context learning
X Wang, W Zhu, M Saxon, M Steyvers, WY Wang
Advances in Neural Information Processing Systems 36, 2024
102*2024
Automatically correcting large language models: Surveying the landscape of diverse self-correction strategies
L Pan, M Saxon, W Xu, D Nathani, X Wang, WY Wang
arXiv preprint arXiv:2308.03188, 2023
822023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning
L Pan, A Albalak, X Wang, WY Wang
Findings of EMNLP 2023, 2023
642023
A dataset for answering time-sensitive questions
W Chen, X Wang, WY Wang
Neurips 2021 Datasets and Benchmarks Track, 2021
582021
Neural topic model with attention for supervised learning
X Wang, Y Yang
International Conference on Artificial Intelligence and Statistics, 1147-1156, 2020
442020
TheoremQA: A Theorem-driven Question Answering dataset
W Chen, M Yin, M Ku, E Wan, X Ma, J Xu, T Xia, X Wang, P Lu
Proceedings of EMNLP 2023, 2023
412023
Causal Balancing for Domain Generalization
X Wang, M Saxon, J Li, H Zhang, K Zhang, WY Wang
Proceedings of ICLR 2023, 2022
192022
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers
M Saxon, X Wang, W Xu, WY Wang
Proceedings of EACL 2023, 2021
52021
A Survey on Data Selection for Language Models
A Albalak, Y Elazar, SM Xie, S Longpre, N Lambert, X Wang, ...
arXiv preprint arXiv:2402.16827, 2024
42024
Counterfactual Maximum Likelihood Estimation for Training Deep Networks
X Wang, W Chen, M Saxon, WY Wang
Advances in Neural Information Processing Systems 34, 25072-25085, 2021
42021
Refbert: Compressing bert by referencing to pre-computed representations
X Wang, H Yang, L Zhao, Y Mo, J Shen
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
42021
Tweets to Citations: Unveiling the Impact of Social Media Influencers on AI Research Visibility
IX Weissburg, M Arora, L Pan, WY Wang
arXiv preprint arXiv:2401.13782, 2024
32024
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation
W Zhu, X Wang, Y Lu, TJ Fu, XE Wang, M Eckstein, WY Wang
Proceedings of EMNLP 2023, 2023
32023
Modeling Disclosive Transparency in NLP Application Descriptions
M Saxon, S Levy, X Wang, A Albalak, WY Wang
Proceedings of EMNLP 2021, 2021
32021
Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
X Wang, A Amayuelas, K Zhang, L Pan, W Chen, WY Wang
ICML 2024, 2024
2*2024
Guiding Language Model Reasoning with Planning Tokens
X Wang, L Caccia, O Ostapenko, X Yuan, A Sordoni
arXiv preprint arXiv:2310.05707, 2023
22023
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