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

no code implementations • 5 Apr 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

Several datasets exist for research on specific tasks of VRDU such as document classification (DC), key entity extraction (KEE), entity linking, visual question answering (VQA), inter alia.

Document Classification document understanding +5

Neural Transition-based Parsing of Library Deprecations

no code implementations • 23 Dec 2022 • Petr Babkin, Nacho Navarro, Salwa Alamir, Sameena Shah

This paper tackles the challenging problem of automating code updates to fix deprecated API usages of open source libraries by analyzing their release notes.

Machine Translation

Data Stream Classification using Random Feature Functions and Novel Method Combinations

no code implementations • 3 Nov 2015 • Diego Marrón, Jesse Read, Albert Bifet, Nacho Navarro

Big Data streams are being generated in a faster, bigger, and more commonplace.

General Classification