Frank F. Xu

According to our database, Frank F. Xu authored at least 38 papers between 2016 and 2024.

Collaborative distances:

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

2024

Beyond Browsing: API-Based Web Agents.

Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig

CoRR, 2024

Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.

Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou

CoRR, 2024

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents.

Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig

CoRR, 2024

CodeRAG-Bench: Can Retrieval Augment Code Generation?

Zora Zhiruo Wang, Akari Asai, Xinyan Velocity Yu, Frank F. Xu, Yiqing Xie, Graham Neubig, Daniel Fried

CoRR, 2024

WebArena: A Realistic Web Environment for Building Autonomous Agents.

Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

WebArena: A Realistic Web Environment for Building Autonomous Agents.

Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig

CoRR, 2023

Why do Nearest Neighbor Language Models Work?

Frank F. Xu, Uri Alon, Graham Neubig

Proceedings of the International Conference on Machine Learning, 2023

DocPrompting: Generating Code by Retrieving the Docs.

Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Hierarchical Prompting Assists Large Language Model on Web Navigation.

Robert Lo, Abishek Sridhar, Frank F. Xu, Hao Zhu, Shuyan Zhou

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

Active Retrieval Augmented Generation.

Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig

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

In-IDE Code Generation from Natural Language: Promise and Challenges.

Frank F. Xu, Bogdan Vasilescu, Graham Neubig

ACM Trans. Softw. Eng. Methodol., 2022

DocCoder: Generating Code by Retrieving and Reading Docs.

Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig

CoRR, 2022

A systematic evaluation of large language models of code.

Frank F. Xu, Uri Alon, Graham Neubig, Vincent Josua Hellendoorn

Proceedings of the MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, 2022

Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval.

Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, Graham Neubig

Proceedings of the International Conference on Machine Learning, 2022

Capturing Structural Locality in Non-parametric Language Models.

Frank F. Xu, Junxian He, Graham Neubig, Vincent Josua Hellendoorn

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Learning Structural Edits via Incremental Tree Transformations.

Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

How Can We Know What Language Models Know.

Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig

Trans. Assoc. Comput. Linguistics, 2020

A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos.

Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan

CoRR, 2020

Minimally Supervised Categorization of Text with Metadata.

Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Record-to-Text Generation with Style Imitation.

Shuai Lin, Wentao Wang, Zichao Yang, Xiaodan Liang, Frank F. Xu, Eric P. Xing, Zhiting Hu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Incorporating External Knowledge through Pre-training for Natural Language to Code Generation.

Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig

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

2019

Toward Unsupervised Text Content Manipulation.

Wentao Wang, Zhiting Hu, Zichao Yang, Haoran Shi, Frank F. Xu, Eric P. Xing

CoRR, 2019

StateLens: A Reverse Engineering Solution for Making Existing Dynamic Touchscreens Accessible.

Anhong Guo, Junhan Kong, Michael L. Rivera, Frank F. Xu, Jeffrey P. Bigham

Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, 2019

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories.

Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings.

Ahmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging.

Bill Yuchen Lin, Dong-Ho Lee, Frank F. Xu, Ouyu Lan, Xiang Ren

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Integrating Local Context and Global Cohesiveness for Open Information Extraction.

Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Frank F. Xu, Jiawei Han

CoRR, 2018

Open Information Extraction with Global Structure Constraints.

Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Frank F. Xu, Jiawei Han

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Indirect Supervision for Relation Extraction using Question-Answer Pairs.

Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

ExtRA: Extracting Prominent Review Aspects from Customer Feedback.

Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Automatic Extraction of Commonsense LocatedNear Knowledge.

Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Mining Cross-Cultural Differences and Similarities in Social Media.

Bill Y. Lin, Frank F. Xu, Kenny Q. Zhu, Seung-won Hwang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Empower Sequence Labeling with Task-Aware Neural Language Model.

Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Transfer Learning for Traffic Speed Prediction: A Preliminary Study.

Bill Y. Lin, Frank F. Xu, Eve Q. Liao, Kenny Q. Zhu

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Commonsense LocatedNear Relation Extraction.

Frank F. Xu, Bill Y. Lin, Kenny Q. Zhu

Proceedings of the 6th Workshop on Automated Knowledge Base Construction, 2017

Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.

Bill Y. Lin, Frank F. Xu, Zhiyi Luo, Kenny Q. Zhu

Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017

2016

Cross-region traffic prediction for China on OpenStreetMap.

Frank F. Xu, Bill Y. Lin, Qi Lu, Yifei Huang, Kenny Q. Zhu

Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016