| 2026 | ACL | When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing. | Anwar Alajmi, Gabriele Pergola |
| 2026 | AIME | The Critical Role of Model Selection in Causal Inference: A Comparative Analysis of Classification Models Within the InferBERT Framework for Pharmacovigilance. | Csaba Kiss, Roland Molontay, Gabriele Pergola |
| 2026 | EACL | Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction. | Zhaoyue Sun, Gabriele Pergola, Yulan He |
| 2025 | AAAI | ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language. | Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He |
| 2025 | ACL | Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection. | Sahrish Khan, Arshad Jhumka, Gabriele Pergola |
| 2025 | CogSci | What makes a conversation interesting? Linguistic features predictive of interest in educational conversations between teachers and learners of English. | Mahathi Parvatham, Xingwei Tan, Gabriele Pergola, Chiara Gambi |
| 2025 | EMNLP | IntrEx: A Dataset for Modeling Engagement in Educational Conversations. | Xingwei Tan, Mahathi Parvatham, Chiara Gambi, Gabriele Pergola |
| 2025 | NAACL | SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations. | Xingwei Tan, Chen Lyu, Hafiz Muhammad Umer, Sahrish Khan, Mahathi Parvatham, Lois Arthurs, Simon Cullen, Shelley Wilson, Arshad Jhumka, Gabriele Pergola |
| 2025 | NAACL | Cascading Large Language Models for Salient Event Graph Generation. | Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He |
| 2024 | ACL | DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information. | Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He |
| 2024 | EACL | Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study. | Zhaoyue Sun, Gabriele Pergola, Byron C. Wallace, Yulan He |
| 2024 | NAACL | Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. | Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He |
| 2023 | ACL | Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions. | Lixing Zhu, Runcong Zhao, Gabriele Pergola, Yulan He |
| 2023 | EACL | NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization. | Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola |
| 2023 | EACL | Event Temporal Relation Extraction with Bayesian Translational Model. | Xingwei Tan, Gabriele Pergola, Yulan He |
| 2022 | EMNLP | Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. | Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He |
| 2022 | EMNLP | PHEE: A Dataset for Pharmacovigilance Event Extraction from Text. | Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He |
| 2022 | NAACL | Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. | Lixing Zhu, Zheng Fang, Gabriele Pergola, Robert Procter, Yulan He |
| 2021 | ACL | Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. | Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He |
| 2021 | ACL | Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. | Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He |
| 2021 | EACL | Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. | Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He |
| 2021 | EACL | Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. | Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He |
| 2021 | EMNLP | Extracting Event Temporal Relations via Hyperbolic Geometry. | Xingwei Tan, Gabriele Pergola, Yulan He |
| 2021 | NAACL | A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews. | Gabriele Pergola, Lin Gui, Yulan He |
| 2020 | COLING | CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. | Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He |
| 2019 | EMNLP | Neural Topic Model with Reinforcement Learning. | Lin Gui, Jia Leng, Gabriele Pergola, Yu Zhou, Ruifeng Xu, Yulan He |
| 2018 | AAAI | Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context. | Gabriele Pergola, Yulan He, David Lowe |
| 2016 | AVI | Your Friends Mention It. What About Visiting It?: A Mobile Social-Based Sightseeing Application. | Tiziana Catarci, Francesco Leotta, Andrea Marrella, Massimo Mecella, Daniele Sora, Pietro Cottone, Giuseppe Lo Re, Marco Morana, Marco Ortolani, Vincenzo Agate, Giovanni Renato Meschino, Giovanni Pecoraro, Gabriele Pergola |