| 2026 | EACL | Process Evaluation for Agentic Systems. | Milan Gritta, Debjit Paul, Xiaoguang Li, Lifeng Shang, Jun Wang, Gerasimos Lampouras |
| 2025 | ACL | DReSD: Dense Retrieval for Speculative Decoding. | Milan Gritta, Huiyin Xue, Gerasimos Lampouras |
| 2025 | EMNLP | SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks. | Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang |
| 2025 | ICLR | Human-inspired Episodic Memory for Infinite Context LLMs. | Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang |
| 2025 | ICLR | Mixture of Attentions For Speculative Decoding. | Matthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang |
| 2025 | NAACL | Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency. | Leonidas Gee, Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci |
| 2024 | CVPR | MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation. | Petru-Daniel Tudosiu, Yongxin Yang, Shifeng Zhang, Fei Chen, Steven McDonagh, Gerasimos Lampouras, Ignacio Iacobacci, Sarah Parisot |
| 2024 | EACL | Text-to-Code Generation with Modality-relative Pre-training. | Fenia Christopoulou, Guchun Zhang, Gerasimos Lampouras |
| 2024 | NAACL | HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. | Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci |
| 2023 | EACL | Exploring Data Augmentation for Code Generation Tasks. | Pinzhen Chen, Gerasimos Lampouras |
| 2023 | EMNLP | Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. | Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick-Goh-Xin Deik, Ignacio Iacobacci |
| 2022 | ACL | Hierarchical Recurrent Aggregative Generation for Few-Shot NLG. | Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci |
| 2022 | EMNLP | Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. | Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci |
| 2022 | EMNLP | Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access. | Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci |
| 2021 | ACL | Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation. | Giulio Zhou, Gerasimos Lampouras |
| 2021 | EMNLP | Informed Sampling for Diversity in Concept-to-Text NLG. | Giulio Zhou, Gerasimos Lampouras |
| 2016 | COLING | Imitation learning for language generation from unaligned data. | Gerasimos Lampouras, Andreas Vlachos |
| 2013 | ACL | Using Integer Linear Programming in Concept-to-Text Generation to Produce More Compact Texts. | Gerasimos Lampouras, Ion Androutsopoulos |
| 2012 | COLING | Extractive Multi-Document Summarization with Integer Linear Programming and Support Vector Regression. | Dimitrios Galanis, Gerasimos Lampouras, Ion Androutsopoulos |
| 2009 | EACL | An Open-Source Natural Language Generator for OWL Ontologies and its Use in Protege and Second Life. | Dimitrios Galanis, George Karakatsiotis, Gerasimos Lampouras, Ion Androutsopoulos |
| 2009 | EACL | Adaptive Natural Language Interaction. | Stasinos Konstantopoulos, Athanasios Tegos, Dimitris Bilidas, Ion Androutsopoulos, Gerasimos Lampouras, Colin Matheson, Olivier Deroo, Prodromos Malakasiotis |
| 2009 | EMNLP | Finding Short Definitions of Terms on Web Pages. | Gerasimos Lampouras, Ion Androutsopoulos |