Innovation im wissensintensiven Umfeld. - Norbert Jastroch; Mark Neumann (GI Jahrestagung (2), 2003)

Creation of Innovation by Knowledge Management - The Role of Software in Tacit Knowledge Creation. - Karin Auernhammer; Mark Neumann; Annett Leslie; Fiona Lettice (Wissensmanagement, 2003)

Open-Source-ERP-Systeme für das Controlling - eine vergleichende Systemevaluation. - Christian Leyh; Mark Neumann (HMD Prax. Wirtsch., 2012)

Learning to Reason With Adaptive Computation. - Mark Neumann; Pontus Stenetorp; Sebastian Riedel 001 (CoRR, 2016)

Ontology alignment in the biomedical domain using entity definitions and context. - Lucy Lu Wang; Chandra Bhagavatula; Mark Neumann; Kyle Lo; Chris Wilhelm; Waleed Ammar (BioNLP, 2018)

Dissecting Contextual Word Embeddings: Architecture and Representation. - Matthew E. Peters; Mark Neumann; Luke Zettlemoyer; Wen-tau Yih (EMNLP, 2018)

Deep Contextualized Word Representations. - Matthew E. Peters; Mark Neumann; Mohit Iyyer; Matt Gardner 001; Christopher Clark; Kenton Lee; Luke Zettlemoyer (NAACL-HLT, 2018)

AllenNLP: A Deep Semantic Natural Language Processing Platform. - Matt Gardner 001; Joel Grus; Mark Neumann; Oyvind Tafjord; Pradeep Dasigi; Nelson F. Liu; Matthew E. Peters; Michael Schmitz 002; Luke Zettlemoyer (CoRR, 2018)

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing. - Mark Neumann; Daniel King; Iz Beltagy; Waleed Ammar (BioNLP@ACL, 2019)

Knowledge Enhanced Contextual Word Representations. - Matthew E. Peters; Mark Neumann; Robert L. Logan IV; Roy Schwartz 001; Vidur Joshi; Sameer Singh 001; Noah A. Smith (EMNLP/IJCNLP (1), 2019)

Grammar-based Neural Text-to-SQL Generation. - Kevin Lin; Ben Bogin; Mark Neumann; Jonathan Berant; Matt Gardner 001 (CoRR, 2019)

GORC: A large contextual citation graph of academic papers. - Kyle Lo; Lucy Lu Wang; Mark Neumann; Rodney Kinney; Daniel S. Weld (CoRR, 2019)

S2ORC: The Semantic Scholar Open Research Corpus. - Kyle Lo; Lucy Lu Wang; Mark Neumann; Rodney Kinney; Daniel S. Weld (ACL, 2020)

PySBD: Pragmatic Sentence Boundary Disambiguation. - Nipun Sadvilkar; Mark Neumann (CoRR, 2020)

PAWLS: PDF Annotation With Labels and Structure. - Mark Neumann; Zejiang Shen 001; Sam Skjonsberg (ACL (demo), 2021)

Orb: A Fast, Scalable Neural Network Potential. - Mark Neumann; James Gin; Benjamin Rhodes; Steven Bennett; Zhiyi Li; Hitarth Choubisa; Arthur Hussey; Jonathan Godwin (CoRR, 2024)