Andrei Catalin

According to our database, Andrei Catalin authored at least 13 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Agent-Based Hybrid AI Models and Technologies: A Systematic Literature Review.

Elia Pacioni, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo, Michael Ignaz Schumacher

IEEE Access, 2026

2025

Reduction of supervision for biomedical knowledge discovery.

Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens

BMC Bioinform., December, 2025

RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation.

Andrei Catalin Coman, Ionut-Teodor Sorodoc, Leonardo F. R. Ribeiro, Bill Byrne, James Henderson, Adrià de Gispert

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors.

Andrei Catalin Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework.

Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens

CoRR, 2024

Enhancing Biomedical Knowledge Discovery for Diseases: An Open-Source Framework Applied on Rett Syndrome and Alzheimer's Disease.

Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens

IEEE Access, 2024

2023

Transformers as Graph-to-Graph Models.

James Henderson, Alireza Mohammadshahi, Andrei C. Coman, Lesly Miculicich

CoRR, 2023

GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction.

Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson

CoRR, 2023

Strong and Efficient Baselines for Open Domain Conversational Question Answering.

Andrei C. Coman, Gianni Barlacchi, Adrià de Gispert

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2021

Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning.

Christos Theodoropoulos, James Henderson, Andrei Catalin Coman, Marie-Francine Moens

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

2019

An Incremental Turn-Taking Model for Task-Oriented Dialog Systems.

Andrei Catalin Coman, Koichiro Yoshino, Yukitoshi Murase, Satoshi Nakamura, Giuseppe Riccardi

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Predicting Emoji Exploiting Multimodal Data: FBK Participation in ITAmoji Task.

Andrei Catalin Coman, Yaroslav Nechaev, Giacomo Zara

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Exploiting Deep Neural Networks for Tweet-based Emoji Prediction.

Andrei Catalin, Giacomo Zara, Yaroslav Nechaev, Gianni Barlacchi, Alessandro Moschitti

Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), 2018