Roberto Basili

Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs ACL 2026 Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025 Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning EMNLP 2025 Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025 Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts EMNLP 2025 Training Multi-Modal LLMs through Dialogue Planning for HRI ACL 2025 Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards ACL 2025 MM-IGLU: Multi-Modal Interactive Grounded Language Understanding COLING 2024 Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models COLING 2024 Learning to Generate Examples for Semantic Processing Tasks NAACL 2022 Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021 Actionable Ethics through Neural Learning AAAI 2020 GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020 Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP 2019 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 KELP: a Kernel-based Learning Platform JMLR 2018 Deep Learning in Semantic Kernel Spaces ACL 2017 A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics IJCAI 2016 KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers SemEval 2016 KeLP: a Kernel-based Learning Platform for Natural Language Processing ACL 2015 A context-based model for Sentiment Analysis in Twitter COLING 2014 UNITOR: Aspect Based Sentiment Analysis with Structured Learning SemEval 2014 UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis SemEval 2013 UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling SemEval 2013 UNITOR: Combining Semantic Text Similarity functions through SV Regression SemEval 2012 Verb Classification using Distributional Similarity in Syntactic and Semantic Structures ACL 2012 Structured Lexical Similarity via Convolution Kernels on Dependency Trees EMNLP 2011 Towards Open-Domain Semantic Role Labeling ACL 2010 Automatic induction of FrameNet lexical units EMNLP 2008 Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification ACL 2007 RTV: Tree Kernels for Thematic Role Classification SemEval 2007 Semantic Role Labeling via Tree Kernel Joint Inference CoNLL 2006 Effective use of WordNet Semantics via Kernel-Based Learning CoNLL 2005 Hierarchical Semantic Role Labeling CoNLL 2005 Decision Trees as Explicit Domain Term Definitions COLING 2002