| 2026 | EACL | Improving LLM Domain Certification with Pretrained Guide Models. | Jiaqian Zhang, Zhaozhi Qian, Faroq Al-Tam, Ignacio Iacobacci, Muhammad Al-Qurishi, Riad Souissi |
| 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 | IJCAI | Correct and Optimal: The Regular Expression Inference Challenge. | Mojtaba Valizadeh, Philip John Gorinski, Ignacio Iacobacci, Martin Berger |
| 2024 | NAACL | HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. | Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci |
| 2023 | EACL | XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. | Han Zhou, Ignacio Iacobacci, Pasquale Minervini |
| 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 |
| 2023 | EMNLP | A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. | Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic |
| 2022 | ACL | CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding. | Milan Gritta, Ruoyu Hu, 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 |
| 2022 | EMNLP | EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching. | Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci |
| 2021 | AAAI | Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation. | Ieva Staliunaite, Philip John Gorinski, Ignacio Iacobacci |
| 2021 | ACL | XeroAlign: Zero-shot cross-lingual transformer alignment. | Milan Gritta, Ignacio Iacobacci |
| 2021 | ACL | Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning. | Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci |
| 2020 | EMNLP | Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA. | Ieva Staliunaite, Ignacio Iacobacci |
| 2020 | ICASSP | Auxiliary Capsules for Natural Language Understanding. | Ieva Staliunaite, Ignacio Iacobacci |
| 2019 | ACL | LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories. | Ignacio Iacobacci, Roberto Navigli |
| 2017 | CoNLL | Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. | Massimiliano Mancini, Jos Camacho-Collados, Ignacio Iacobacci, Roberto Navigli |
| 2016 | ACL | Embeddings for Word Sense Disambiguation: An Evaluation Study. | Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli |
| 2015 | ACL | SensEmbed: Learning Sense Embeddings for Word and Relational Similarity. | Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli |