Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction. - Gabriele Picco; Marcos Martínez Galindo; Alberto Purpura; Leopold Fuchs; Vanessa López; Thanh Lam Hoang (ACL (demo), 2023)

Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery. - Hoang Thanh Lam; Marco Luca Sbodio; Marcos Martínez Galindo; Mykhaylo Zayats; Raúl Fernández-Díaz; Víctor Valls; Gabriele Picco; Cesar Berrospi Ramis; Vanessa López (CoRR, 2023)

Knowledge Enhanced Representation Learning for Drug Discovery. - Thanh Lam Hoang; Marco Luca Sbodio; Marcos Martínez Galindo; Mykhaylo Zayats; Raúl Fernández-Díaz; Victor Valls; Gabriele Picco; Cesar Berrospi; Vanessa López (AAAI, 2024)

Description Boosting for Zero-Shot Entity and Relation Classification. - Gabriele Picco; Leopold Fuchs; Marcos Martínez Galindo; Alberto Purpura; Vanessa López; Hoang Thanh Lam (ACL (Findings), 2024)

ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions. - Alessio Cocchieri; Marcos Martínez Galindo; Giacomo Frisoni; Gianluca Moro; Claudio Sartori 001; Giuseppe Tagliavini (ACL (Findings), 2025)

OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description. - Alessio Cocchieri; Giacomo Frisoni; Marcos Martínez Galindo; Gianluca Moro; Giuseppe Tagliavini; Francesco Candoli (NAACL (Findings), 2025)

Enhancing foundation models for scientific discovery via multimodal knowledge graph representations. - Vanessa López; Thanh Lam Hoang; Marcos Martínez Galindo; Raúl Fernández-Díaz; Marco Luca Sbodio; Rodrigo Ordonez-Hurtado; Mykhaylo Zayats; Natasha Mulligan; Joao H. Bettencourt-Silva (J. Web Semant., 2025)

WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks. - Jana Vatter; Mykhaylo Zayats; Marcos Martínez Galindo; Vanessa López; Ruben Mayer; Hans-Arno Jacobsen; Hoang Thanh Lam (CoRR, 2025)