Marcos Martínez Galindo

13 papers A* 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalist Large Language Models for Molecular Property Prediction: Distilling Knowledge from Specialist Models.
CoRR
Khiem Le, Sreejata Dey, Marcos Martínez Galindo, Vanessa López, Ting Hua, Nitesh V. Chawla, Hoang Thanh Lam
2026 J jnl
OpenBioNER-v2: A suite of lightweight models for zero-shot medical named entity recognition via type descriptions.
Expert Syst. Appl.
Alessio Cocchieri, Giacomo Frisoni, Francesco Zangrillo, Luca Ragazzi, Marcos Martínez Galindo, Giuseppe Tagliavini, Gianluca Moro
2025 J jnl
Enhancing foundation models for scientific discovery via multimodal knowledge graph representations.
J. Web Semant.
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
2025 — conf
Multimodal Structured Data to LLM Adaptation System.
ICDM (Workshops)
Barbara Hoffmann, Marcos Martínez Galindo, Ruben Mayer, Vanessa López Garcia, Thanh Lam Hoang
2025 — conf
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description.
NAACL (Findings)
Alessio Cocchieri, Giacomo Frisoni, Marcos Martínez Galindo, Gianluca Moro, Giuseppe Tagliavini, Francesco Candoli
2025 J jnl
WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks.
CoRR
Jana Vatter, Mykhaylo Zayats, Marcos Martínez Galindo, Vanessa López, Ruben Mayer, Hans-Arno Jacobsen, Hoang Thanh Lam
2025 — conf
ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions.
ACL (Findings)
Alessio Cocchieri, Marcos Martínez Galindo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori, Giuseppe Tagliavini
2024 — conf
Description Boosting for Zero-Shot Entity and Relation Classification.
ACL (Findings)
Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
2024 J jnl
Description Boosting for Zero-Shot Entity and Relation Classification.
CoRR
Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo, Alberto Purpura, Vanessa López, Hoang Thanh Lam
2024 A* conf
Knowledge Enhanced Representation Learning for Drug Discovery.
AAAI
Thanh Lam Hoang, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Victor Valls, Gabriele Picco, Cesar Berrospi, Vanessa López
2023 J jnl
Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery.
CoRR
Hoang Thanh Lam, Marco Luca Sbodio, Marcos Martínez Galindo, Mykhaylo Zayats, Raúl Fernández-Díaz, Víctor Valls, Gabriele Picco, Cesar Berrospi Ramis, Vanessa López
2023 — conf
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction.
ACL (demo)
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Thanh Lam Hoang
2023 J jnl
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction.
CoRR
Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Hoang Thanh Lam