LSTM for Dialogue Breakdown Detection: Exploration of Different Model Types and Word Embeddings. - Mariya Hendriksen; Artuur Leeuwenberg; Marie-Francine Moens (IWSDS, 2019)

Analyzing and Predicting Purchase Intent in E-commerce: Anonymous vs. Identified Customers. - Mariya Hendriksen; Ernst Kuiper; Pim Nauts; Sebastian Schelter; Maarten de Rijke (CoRR, 2020)

Multimodal Retrieval in E-Commerce - From Categories to Images, Text, and Back. - Mariya Hendriksen (ECIR (2), 2022)

Extending CLIP for Category-to-Image Retrieval in E-Commerce. - Mariya Hendriksen; Maurits J. R. Bleeker; Svitlana Vakulenko; Nanne van Noord; Ernst Kuiper; Maarten de Rijke (ECIR (1), 2022)

Unimodal vs. Multimodal Siamese Networks for Outfit Completion. - Mariya Hendriksen; Viggo Overes (CoRR, 2022)

Scene-Centric vs. Object-Centric Image-Text Cross-Modal Retrieval: A Reproducibility Study. - Mariya Hendriksen; Svitlana Vakulenko; Ernst Kuiper; Maarten de Rijke (ECIR (3), 2023)

Multimodal Learned Sparse Retrieval for Image Suggestion Task. - Thong Nguyen 004; Mariya Hendriksen; Andrew Yates (TREC, 2023)

Towards Contrastive Learning in Music Video Domain. - Karel Veldkamp; Mariya Hendriksen; Zoltán Szlávik; Alexander Keijser (CoRR, 2023)

Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control. - Thong Nguyen 004; Mariya Hendriksen; Andrew Yates; Maarten de Rijke (ECIR (2), 2024)

Multimodal Learned Sparse Retrieval for Image Suggestion. - Thong Nguyen 004; Mariya Hendriksen; Andrew Yates (CoRR, 2024)

Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective. - Mariya Hendriksen; Shuo Zhang 006; Ridho Reinanda; Mohamed Yahya 001; Edgar Meij; Maarten de Rijke (CoRR, 2024)

Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning. - Maurits J. R. Bleeker; Mariya Hendriksen; Andrew Yates; Maarten de Rijke (Trans. Mach. Learn. Res., 2024)

Benchmark Granularity and Model Robustness for Image-Text Retrieval: A Reproducibility Study. - Mariya Hendriksen; Shuo Zhang 006; Ridho Reinanda; Mohamed Yahya 001; Edgar Meij; Maarten de Rijke (SIGIR, 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)

Adapting Vision-Language Models for Evaluating World Models. - Mariya Hendriksen; Tabish Rashid; David Bignell; Raluca Georgescu; Abdelhak Lemkhenter; Katja Hofmann; Sam Devlin; Sarah Parisot (CoRR, 2025)