Luca Di Liello

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Training Corpus

Frequently Asked Questions

Ubiquitous Environment

Structured Objects

Top Venues

Publications

Kareem Ahmed, Stefano Teso, Paolo Morettin, Luca Di Liello, Pierfrancesco Ardino, Jacopo Gobbi, Yitao Liang, Eric Wang, Kai-Wei Chang, Andrea Passerini, Guy Van den Broeck
Semantic Loss Functions for Neuro-Symbolic Structured Prediction. CoRR (2024)
Luca Di Liello, Siddhant Garg, Alessandro Moschitti
Context-Aware Transformer Pre-Training for Answer Sentence Selection. ACL (2) (2023)
Luca Di Liello
Structural Self-Supervised Objectives for Transformers. CoRR (2023)
Luca Di Liello, Siddhant Garg, Alessandro Moschitti
Context-Aware Transformer Pre-Training for Answer Sentence Selection. CoRR (2023)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. CoRR (2022)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Effective Pre-Training Objectives for Transformer-based Autoencoders. CoRR (2022)
Nicki Skafte Detlefsen, Jirí Borovec, Justus Schock, Ananya Harsh Jha, Teddy Koker, Luca Di Liello, Daniel Stancl, Changsheng Quan, Maxim Grechkin, William Falcon
TorchMetrics - Measuring Reproducibility in PyTorch. J. Open Source Softw. 7 (69) (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. NAACL-HLT (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. CoRR (2022)
Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. EMNLP (2022)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Effective Pretraining Objectives for Transformer-based Autoencoders. EMNLP (Findings) (2022)
Luca Di Liello, Olga Uryupina, Alessandro Moschitti
Language Transfer for Identifying Diagnostic Paragraphs in Clinical Notes. CLiC-it (2021)
Luca Di Liello, Matteo Gabburo, Alessandro Moschitti
Efficient pre-training objectives for Transformers. CoRR (2021)
Luca Di Liello, Pierfrancesco Ardino, Jacopo Gobbi, Paolo Morettin, Stefano Teso, Andrea Passerini
Efficient Generation of Structured Objects with Constrained Adversarial Networks. CoRR (2020)
Luca Di Liello, Pierfrancesco Ardino, Jacopo Gobbi, Paolo Morettin, Stefano Teso, Andrea Passerini
Efficient Generation of Structured Objects with Constrained Adversarial Networks. NeurIPS (2020)
Luca Di Liello, Daniele Bonadiman, Alessandro Moschitti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli
Cross-Language Transformer Adaptation for Frequently Asked Questions. CLiC-it (2020)