A Large Dataset of Historical Japanese Documents with Complex Layouts. - Zejiang Shen 001; Kaixuan Zhang; Melissa Dell (CVPR Workshops, 2020)

OLALA: Object-Level Active Learning Based Layout Annotation. - Zejiang Shen 001; Jian Zhao 010; Melissa Dell; Yaoliang Yu; Weining Li (CoRR, 2020)

LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis. - Zejiang Shen 001; Ruochen Zhang; Melissa Dell; Benjamin Charles Germain Lee; Jacob Carlson; Weining Li (ICDAR (1), 2021)

EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge. - Tom Bryan; Jacob Carlson; Abhishek Arora 003; Melissa Dell (EMNLP (Demos), 2023)

Quantifying Character Similarity with Vision Transformers. - Xinmei Yang; Abhishek Arora 003; Shao-Yu Jheng; Melissa Dell (EMNLP, 2023)

Noise-Robust De-Duplication at Scale. - Emily Silcock; Luca D'Amico-Wong; Jinglin Yang; Melissa Dell (ICLR, 2023)

American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers. - Melissa Dell; Jacob Carlson; Tom Bryan; Emily Silcock; Abhishek Arora 003; Zejiang Shen 001; Luca D'Amico-Wong; Quan Le; Pablo Querubin; Leander Heldring (NeurIPS, 2023)

A Massive Scale Semantic Similarity Dataset of Historical English. - Emily Silcock; Abhishek Arora 003; Melissa Dell (NeurIPS, 2023)

Linking Representations with Multimodal Contrastive Learning. - Abhishek Arora 003; Xinmei Yang; Shao-Yu Jheng; Melissa Dell (CoRR, 2023)

A Massive Scale Semantic Similarity Dataset of Historical English. - Emily Silcock; Melissa Dell (CoRR, 2023)

LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models. - Abhishek Arora 003; Melissa Dell (CoRR, 2023)

Efficient OCR for Building a Diverse Digital History. - Jacob Carlson; Tom Bryan; Melissa Dell (ACL (1), 2024)

Data Contamination Report from the 2024 CONDA Shared Task. - Oscar Sainz; Iker García-Ferrero; Alon Jacovi; Jon Ander Campos; Yanai Elazar; Eneko Agirre; Yoav Goldberg; Wei-Lin Chen; Jenny Chim; Leshem Choshen; Luca D'Amico-Wong; Melissa Dell; et al. (CONDA, 2024)

Contrastive Entity Coreference and Disambiguation for Historical Texts. - Abhishek Arora 003; Emily Silcock; Melissa Dell; Leander Heldring (EMNLP, 2024)

Newswire: A Large-Scale Structured Database of a Century of Historical News. - Emily Silcock; Abhishek Arora 003; Luca D'Amico-Wong; Melissa Dell (NeurIPS, 2024)

News Deja Vu: Connecting Past and Present with Semantic Search. - Brevin Franklin; Emily Silcock; Abhishek Arora 003; Tom Bryan; Melissa Dell (CoRR, 2024)

Deep Learning for Economists. - Melissa Dell (CoRR, 2024)

A Unifying Framework for Robust and Efficient Inference with Unstructured Data. - Jacob Carlson; Melissa Dell (CoRR, 2025)