Structural Knowledge Extraction from Mobility Data. - Pietro Cottone; Salvatore Gaglio; Giuseppe Lo Re; Marco Ortolani; Gabriele Pergola (AI*IA, 2016)

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; et al. (AVI, 2016)

Gl-learning: an optimized framework for grammatical inference. - Pietro Cottone; Marco Ortolani; Gabriele Pergola (CompSysTech, 2016)

Detecting Similarities in Mobility Patterns. - Pietro Cottone; Marco Ortolani; Gabriele Pergola (STAIRS, 2016)

Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context. - Gabriele Pergola; Yulan He 001; David Lowe (AAAI Workshops, 2018)

Neural Topic Model with Reinforcement Learning. - Lin Gui 003; Jia Leng; Gabriele Pergola; Yu Zhou 025; Ruifeng Xu 001; Yulan He 001 (EMNLP/IJCNLP (1), 2019)

TDAM: A topic-dependent attention model for sentiment analysis. - Gabriele Pergola; Lin Gui 003; Yulan He 001 (Inf. Process. Manag., 2019)

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. - Junru Lu; Gabriele Pergola; Lin Gui 003; Binyang Li; Yulan He 001 (COLING, 2020)

Probabilistic neural topic models for text understanding. - Gabriele Pergola (2020)

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. - Hanqi Yan; Lin Gui 003; Gabriele Pergola; Yulan He 001 (ACL/IJCNLP (1), 2021)

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. - Lixing Zhu; Gabriele Pergola; Lin Gui 003; Deyu Zhou; Yulan He 001 (ACL/IJCNLP (1), 2021)

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. - Gabriele Pergola; Elena Kochkina; Lin Gui 003; Maria Liakata; Yulan He 001 (EACL, 2021)

Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. - Runcong Zhao; Lin Gui 003; Gabriele Pergola; Yulan He 001 (EACL, 2021)

Extracting Event Temporal Relations via Hyperbolic Geometry. - Xingwei Tan; Gabriele Pergola; Yulan He 001 (EMNLP (1), 2021)

A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews. - Gabriele Pergola; Lin Gui 003; Yulan He 001 (NAACL-HLT, 2021)

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. - Junru Lu; Xingwei Tan; Gabriele Pergola; Lin Gui 003; Yulan He 001 (EMNLP (Findings), 2022)

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text. - Zhaoyue Sun; Jiazheng Li 002; Gabriele Pergola; Byron C. Wallace; Bino John; Nigel Greene; Joseph Kim; Yulan He 001 (EMNLP, 2022)

Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media. - Lixing Zhu; Zheng Fang 011; Gabriele Pergola; Robert Procter; Yulan He 001 (NAACL-HLT, 2022)

Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions. - Lixing Zhu; Runcong Zhao; Gabriele Pergola; Yulan He 001 (ACL (Findings), 2023)

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization. - Junru Lu; Jiazheng Li 002; Byron C. Wallace; Yulan He 001; Gabriele Pergola (EACL (Findings), 2023)

Event Temporal Relation Extraction with Bayesian Translational Model. - Xingwei Tan; Gabriele Pergola; Yulan He 001 (EACL, 2023)

Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering. - Junru Lu; Gabriele Pergola; Lin Gui 003; Yulan He 001 (CoRR, 2023)

MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation. - Junru Lu; Siyu An; Mingbao Lin; Gabriele Pergola; Yulan He 001; Di Yin; Xing Sun 001; Yunsheng Wu (CoRR, 2023)

Multilingual Sexism Identification via Fusion of Large Language Models. - Sahrish Khan; Gabriele Pergola; Arshad Jhumka (CLEF (Working Notes), 2024)

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study. - Zhaoyue Sun; Gabriele Pergola; Byron C. Wallace; Yulan He 001 (EACL (2), 2024)

Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. - Xingwei Tan; Yuxiang Zhou; Gabriele Pergola; Yulan He 001 (NAACL-HLT, 2024)

Large Multimodal Model based Standardisation of Pathology Reports with Confidence and their Prognostic Significance. - Ethar Alzaid; Gabriele Pergola; Harriet Evans; David R. J. Snead; Fayyaz Minhas (CoRR, 2024)

DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information. - Artem Bobrov; Domantas Saltenis; Zhaoyue Sun; Gabriele Pergola; Yulan He 001 (CoRR, 2024)

Society of Medical Simplifiers. - Chen Lyu 003; Gabriele Pergola (CoRR, 2024)

SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score. - Chen Lyu 003; Gabriele Pergola (CoRR, 2024)

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language. - Zhaoyue Sun; Jiazheng Li 002; Gabriele Pergola; Yulan He 001 (AAAI, 2025)

Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection. - Sahrish Khan; Arshad Jhumka; Gabriele Pergola (ACL (1), 2025)

Cascading Large Language Models for Salient Event Graph Generation. - Xingwei Tan; Yuxiang Zhou; Gabriele Pergola; Yulan He 001 (NAACL (Long Papers), 2025)

Natural language processing techniques applied to the electronic health record in clinical research and practice - an introduction to methodologies. - Benjamin Clay; Henry I. Bergman; Safa Salim; Gabriele Pergola; Joseph Shalhoub; Alun H. Davies (Comput. Biol. Medicine, 2025)

SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations. - Xingwei Tan; Chen Lyu 003; Hafiz Muhammad Umer; Sahrish Khan; Mahathi Parvatham; Lois Arthurs; Simon Cullen; Shelley Wilson; Arshad Jhumka; Gabriele Pergola (CoRR, 2025)