Introducing Distiller: A Unifying Framework for Knowledge Extraction. - Marco Basaldella; Dario De Nart; Carlo Tasso (IT@LIA@AI*IA, 2015)

A Content-Based Approach to Social Network Analysis: A Case Study on Research Communities. - Dario De Nart; Dante Degl'Innocenti; Marco Basaldella; Maristella Agosti; Carlo Tasso (IRCDL, 2015)

Modelling the User Modelling Community (and Other Communities as Well). - Dario De Nart; Dante Degl'Innocenti; Andrea Pavan; Marco Basaldella; Carlo Tasso (UMAP, 2015)

Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction. - Marco Basaldella; Giorgia Chiaradia; Carlo Tasso (COLING, 2016)

Crowdsourcing Relevance Assessments: The Unexpected Benefits of Limiting the Time to Judge. - Eddy Maddalena; Marco Basaldella; Dario De Nart; Dante Degl'Innocenti; Stefano Mizzaro; Gianluca Demartini (HCOMP, 2016)

Towards building a standard dataset for Arabic keyphrase extraction evaluation. - Muhammad Helmy; Marco Basaldella; Eddy Maddalena; Stefano Mizzaro; Gianluca Demartini (IALP, 2016)

Using a Hybrid Approach for Entity Recognition in the Biomedical Domain. - Marco Basaldella; Lenz Furrer; Nico Colic; Tilia Ellendorff; Carlo Tasso; Fabio Rinaldi 001 (SMBM, 2016)

Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages. - Marco Basaldella; Muhammad Helmy; Elisa Antolli; Mihai Horia Popescu; Giuseppe Serra 001; Carlo Tasso (RANLP, 2017)

Entity recognition in the biomedical domain using a hybrid approach. - Marco Basaldella; Lenz Furrer; Carlo Tasso; Fabio Rinaldi 001 (J. Biomed. Semant., 2017)

Bidirectional LSTM Recurrent Neural Network for Keyphrase Extraction. - Marco Basaldella; Elisa Antolli; Giuseppe Serra 001; Carlo Tasso (IRCDL, 2018)

The Distiller Framework: Current State and Future Challenges. - Marco Basaldella; Giuseppe Serra 001; Carlo Tasso (IRCDL, 2018)

Shut Up and Run: the Never-ending Quest for Social Fitness. - Linda Anticoli; Marco Basaldella (WWW (Companion Volume), 2018)

BioReddit: Word Embeddings for User-Generated Biomedical NLP. - Marco Basaldella; Nigel Collier (LOUHI@EMNLP, 2019)

COMETA: A Corpus for Medical Entity Linking in the Social Media. - Marco Basaldella; Fangyu Liu 001; Ehsan Shareghi; Nigel Collier (EMNLP (1), 2020)

Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling. - Costanza Conforti; Stephanie Hirmer; Dai Morgan; Marco Basaldella; Yau Ben Or (EMNLP (1), 2020)

Natural language processing for achieving sustainable development: the case of neural labelling to enhance community profiling. - Costanza Conforti; Stephanie Hirmer; David Morgan; Marco Basaldella; Yau Ben Or (CoRR, 2020)

Self-alignment Pre-training for Biomedical Entity Representations. - Fangyu Liu 001; Ehsan Shareghi; Zaiqiao Meng; Marco Basaldella; Nigel Collier (CoRR, 2020)

Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. - Costanza Conforti; Jakob Berndt; Marco Basaldella; Mohammad Taher Pilehvar; Chryssi Giannitsarou; Flavio Toxvaerd; Nigel Collier (EACL (Hackashop), 2021)

Self-Alignment Pretraining for Biomedical Entity Representations. - Fangyu Liu 001; Ehsan Shareghi; Zaiqiao Meng; Marco Basaldella; Nigel Collier (NAACL-HLT, 2021)

LUQ: Long-text Uncertainty Quantification for LLMs. - Caiqi Zhang; Fangyu Liu 001; Marco Basaldella; Nigel Collier (EMNLP, 2024)

Handling Ontology Gaps in Semantic Parsing. - Andrea Bacciu; Marco Damonte; Marco Basaldella; Emilio Monti (*SEM@NAACL, 2024)

Multi-Trigger Poisoning Amplifies Backdoor Vulnerabilities in LLMs. - Sanhanat Sivapiromrat; Caiqi Zhang; Marco Basaldella; Nigel Collier (CoRR, 2025)