Publications

You can also find the full list of articles on my Google Scholar profile.

Selected Publications

• Correct and Optimal: the Regular Expression Inference Challenge. Mojtaba Valizadeh* , Philip John Gorinski* ,Ignacio Iacobacci and Martin Berger, at the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24)

• HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci, at the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL 2024

• Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. Philip Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick Goh Xin Deik, Ignacio Iacobacci Findings of the Association for Computational Linguistics: EMNLP 2023

• PanGu-Coder: Program Synthesis with Function-Level Language Modeling, Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu. Technical Report, arXiv preprint arXiv:2207.11280 (2022)

• Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci, The 2022 Conference on Empirical Methods in Natural Language Processing (Main Conference)

• Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation. Ieva Staliunaite, Philip John Gorinski, and Ignacio Iacobacci, AAAI-2021.

• Conversation Graph: Data Augmentation, Training, and Evaluation for Non-Deterministic Dialogue Management. Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci, Transactions of the Association for Computational Linguistics, Volume 9, 2021

• Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA, Ieva Staliunaite and Ignacio Iacobacci, EMNLP 2020.

• Show Us the Way: Learning to Manage Dialog from Demonstrations, Gabriel Gordon-Hall, Philip John Gorinski, Gerasimos Lampouras and Ignacio Iacobacci. DSTC8 Workshop at AAAI 2020.

• LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories. Ignacio Iacobacci and Roberto Navigli, ACL 2019.

• Embedding Words and Senses Together via Joint Knowledge-Enhanced Training, Massimiliano Mancini, Jose Camacho-Collados, Ignacio Iacobacci and Roberto Navigli. Proceedings of the 21st Conferenceon Computational Natural Language Learning: CoNLL 2017.

• Embeddings for Word Sense Disambiguation: An Evaluation Study. Ignacio Iacobacci, Mohammad Taher Pilehvar and Roberto Navigli, ACL 2016.

• SenseEmbed: Learning Sense Embeddings for Word And Relational Similarity. Ignacio Iacobacci, Mohammad Taher Pilehvar and Roberto Navigli, ACL-IJCNLP 2015.