Petr Babkin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Syntactic Features

Automatic Summarization

Security Vulnerabilities

Top Venues

Publications

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A layout-aware generative language model for multimodal document understanding. CoRR (2024)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. ACL (1) (2024)
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
BuDDIE: A Business Document Dataset for Multi-task Information Extraction. CoRR (2024)
Nacho Navarro, Salwa Alamir, Petr Babkin, Sameena Shah
An Automated Code Update Tool For Python Packages. ICSME (2023)
Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
How Effective Are Neural Networks for Fixing Security Vulnerabilities. CoRR (2023)
Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan, Petr Babkin, Sameena Shah
How Effective Are Neural Networks for Fixing Security Vulnerabilities. ISSTA (2023)
Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah
BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. SIGIR (2023)
Salwa Alamir, Petr Babkin, Nacho Navarro, Sameena Shah
AI for Automated Code Updates. ICSE (SEIP) (2022)
Petr Babkin, Nacho Navarro, Salwa Alamir, Sameena Shah
Neural Transition-based Parsing of Library Deprecations. CoRR (2022)
Petr Babkin, Sergei Nirenburg
Fast Forward Through Opportunistic Incremental Meaning Representation Construction. ACL (Student Research Workshop) (2017)
Marjorie McShane, Petr Babkin
Automatic Ellipsis Resolution: Recovering Covert Information from Text. AAAI (2015)
Marjorie McShane, Sergei Nirenburg, Petr Babkin
Sentence Trimming in Service of Verb Phrase Ellipsis Resolution. EAPCogSci (2015)