Real-time Classification, Geolocation and Interactive Visualization of COVID-19 Information Shared on Social Media to Better Understand Global Developments. - Andrei Mircea (NLP4COVID@EMNLP, 2020)

Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management. - Mikael Brunila; Rosie Zhao; Andrei Mircea; Sam Lumley; Renée Sieber (CoRR, 2021)

Balaur: Language Model Pretraining with Lexical Semantic Relations. - Andrei Mircea; Jackie C. K. Cheung (EMNLP (Findings), 2023)

Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing. - Jiarui Xie; Mutahar Safdar; Andrei Mircea; Yan Lu; Hyunwoong Ko; Zhuo Yang; Yaoyao Fiona Zhao (CoRR, 2024)

Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models. - Mutahar Safdar; Jiarui Xie; Andrei Mircea; Yaoyao Fiona Zhao (CoRR, 2024)

Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning. - Andrei Mircea; Supriyo Chakraborty; Nima Chitsazan; Irina Rish; Ekaterina Lobacheva (ACL (1), 2025)