Quantitative analysis of treebanks using frequent subtree mining methods. - Scott Martens (Graph-based Methods for Natural Language Processing, 2009)

Varro: An Algorithm and Toolkit for Regular Structure Discovery in Treebanks. - Scott Martens (COLING (Posters), 2010)

Bottom-up Transfer in Example-based Machine Translation. - Vincent Vandeghinste; Scott Martens (EAMT, 2010)

An Efficient, Generic Approach to Extracting Multi-Word Expressions from Dependency Trees. - Scott Martens; Vincent Vandeghinste (MWE@COLING, 2010)

Parse and Corpus-Based Machine Translation. - Vincent Vandeghinste; Scott Martens; Gideon Kotzé; Jörg Tiedemann; Joachim Van den Bogaert; Koen De Smet; Frank Van Eynde; Gertjan van Noord (Essential Speech and Language Technology for Dutch, 2013)

Thomas Aquinas in the TüNDRA: Integrating the Index Thomisticus Treebank into CLARIN-D. - Scott Martens; Marco Passarotti (LREC, 2014)

Large aligned treebanks for syntax-based machine translation. - Gideon Kotzé; Vincent Vandeghinste; Scott Martens; Jörg Tiedemann (Lang. Resour. Evaluation, 2017)

Jina CLIP: Your CLIP Model Is Also Your Text Retriever. - Andreas Koukounas; Georgios Mastrapas; Michael Günther 002; Bo Wang 096; Scott Martens; Isabelle Mohr; Saba Sturua; Mohammad Kalim Akram; Joan Fontanals Martínez; Saahil Ognawala; Susana Guzman; Maximilian Werk; et al. (CoRR, 2024)

jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images. - Andreas Koukounas; Georgios Mastrapas; Bo Wang 096; Mohammad Kalim Akram; Sedigheh Eslami; Michael Günther 002; Isabelle Mohr; Saba Sturua; Scott Martens; Nan Wang; Han Xiao (CoRR, 2024)

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval. - Michael Günther 002; Saba Sturua; Mohammad Kalim Akram; Isabelle Mohr; Andrei Ungureanu; Bo Wang 096; Sedigheh Eslami; Scott Martens; Maximilian Werk; Nan Wang; Han Xiao (CoRR, 2025)