Zhiruo Wang

According to our database, Zhiruo Wang authored at least 21 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

What Are Tools Anyway? A Survey from the Language Model Perspective.

Zhiruo Wang, Zhoujun Cheng, Hao Zhu, Daniel Fried, Graham Neubig

CoRR, 2024

RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems.

Jennifer Hsia, Afreen Shaikh, Zhiruo Wang, Graham Neubig

CoRR, 2024

Large Language Models for Tabular Data: Progresses and Future Directions.

Haoyu Dong, Zhiruo Wang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks.

Zhiruo Wang, Graham Neubig, Daniel Fried

Proceedings of the Forty-first International Conference on Machine Learning, 2024

ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?

Siddhant Waghjale, Vishruth Veerendranath, Zhiruo Wang, Daniel Fried

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

StarCoder: may the source be with you!

Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Mishig Davaadorj, Joel Lamy-Poirier, João Monteiro, Oleh Shliazhko, Nicolas Gontier, Nicholas Meade, Armel Zebaze, Ming-Ho Yee, Logesh Kumar Umapathi, Jian Zhu, Benjamin Lipkin, Muhtasham Oblokulov, Zhiruo Wang, Rudra Murthy V, Jason T. Stillerman, Siva Sankalp Patel, Dmitry Abulkhanov, Marco Zocca, Manan Dey, Zhihan Zhang, Nour Fahmy, Urvashi Bhattacharyya, Wenhao Yu, Swayam Singh, Sasha Luccioni, Paulo Villegas, Maxim Kunakov, Fedor Zhdanov, Manuel Romero, Tony Lee, Nadav Timor, Jennifer Ding, Claire Schlesinger, Hailey Schoelkopf, Jan Ebert, Tri Dao, Mayank Mishra, Alex Gu, Jennifer Robinson, Carolyn Jane Anderson, Brendan Dolan-Gavitt, Danish Contractor, Siva Reddy, Daniel Fried, Dzmitry Bahdanau, Yacine Jernite, Carlos Muñoz Ferrandis, Sean Hughes, Thomas Wolf, Arjun Guha, Leandro von Werra, Harm de Vries

Trans. Mach. Learn. Res., 2023

Learning to Filter Context for Retrieval-Augmented Generation.

Zhiruo Wang, Jun Araki, Zhengbao Jiang, Md. Rizwan Parvez, Graham Neubig

CoRR, 2023

Improving Factuality of Abstractive Summarization via Contrastive Reward Learning.

I-Chun Chern, Zhiruo Wang, Sanjan Das, Bhavuk Sharma, Pengfei Liu, Graham Neubig

CoRR, 2023

SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs.

Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Execution-Based Evaluation for Open-Domain Code Generation.

Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

API-Assisted Code Generation for Question Answering on Varied Table Structures.

Yihan Cao, Shuyi Chen, Ryan Liu, Zhiruo Wang, Daniel Fried

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages.

Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Table Retrieval May Not Necessitate Table-specific Model Design.

Zhiruo Wang, Zhengbao Jiang, Eric Nyberg, Graham Neubig

CoRR, 2022

Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer.

Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Eye-Tracking Technology in Online Real Estate Rental.

Jie Sun, Zhiruo Wang, Xiaoyi Dang, Yang Zhang

Sci. Program., 2021

TUTA: Tree-based Transformers for Generally Structured Table Pre-training.

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Intrinsic Knowledge Evaluation on Chinese Language Models.

Zhiruo Wang, Renfen Hu

CoRR, 2020

Structure-aware Pre-training for Table Understanding with Tree-based Transformers.

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

CoRR, 2020

FastBERT: a Self-distilling BERT with Adaptive Inference Time.

Weijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao, Haotang Deng, Qi Ju

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

K-BERT: Enabling Language Representation with Knowledge Graph.

Weijie Liu, Peng Zhou, Zhe Zhao, Zhiruo Wang, Qi Ju, Haotang Deng, Ping Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020