Petr Babkin

According to our database, Petr Babkin authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

BuDDIE: A Business Document Dataset for Multi-task Information Extraction.

Ran Zmigrod, Dongsheng Wang, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah

CoRR, 2024

ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation.

Lucas Cecchi, Petr Babkin

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

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding.

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains.

Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

How Effective Are Neural Networks for Fixing Security Vulnerabilities.

Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

An Automated Code Update Tool For Python Packages.

Nacho Navarro, Salwa Alamir, Petr Babkin, Sameena Shah

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023

2022

Neural Transition-based Parsing of Library Deprecations.

Petr Babkin, Nacho Navarro, Salwa Alamir, Sameena Shah

CoRR, 2022

AI for Automated Code Updates.

Salwa Alamir, Petr Babkin, Nacho Navarro, Sameena Shah

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

2018

Actionability and incremental interpretation.

Petr Babkin

PhD thesis, 2018

2017

Fast Forward Through Opportunistic Incremental Meaning Representation Construction.

Petr Babkin, Sergei Nirenburg

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2015

Sentence Trimming in Service of Verb Phrase Ellipsis Resolution.

Marjorie McShane, Sergei Nirenburg, Petr Babkin

Proceedings of the EuroAsianPacific Joint Conference on Cognitive Science / 4th European Conference on Cognitive Science / 11th International Conference on Cognitive Science, 2015

Automatic Ellipsis Resolution: Recovering Covert Information from Text.

Marjorie McShane, Petr Babkin

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015