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Mickael Coustaty

2 accepted papers

2023

Document Understanding Dataset and Evaluation (DUDE)

ICCV 2023poster

We call on the Document AI (DocAI) community to re-evaluate current methodologies and embrace the challenge of creating more practically-oriented benchmarks. Document Understanding Dataset and Evaluation (DUDE) seeks to remediate the halted research progress in understanding visually-rich documents…

Cited by 67PDFcodeScholar
2023

Lazy-k Decoding: Constrained Decoding for Information Extraction

EMNLP 2023long main

We explore the possibility of improving probabilistic models in structured prediction. Specifically, we combine the models with constrained decoding approaches in the context of token classification for information extraction. The decoding methods search for constraint-satisfying label-assignments w…

Cited by 0SourcecodeScholar