Danilo Croce
32 papers · 2008–2026 · 9 conferences · across top CS/AI conferences
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Keyword Pioneer
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Century Club
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Conferences
ACL (10)
EMNLP (7)
SEMEVAL (5)
COLING (3)
IJCNLP (3)
AAAI (1)
IJCAI (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
semantic role labeling
(4)
human-robot interaction
(3)
kernel methods
(3)
layerwise relevance propagation
(3)
kernel-based deep architecture
(3)
explanatory model
(2)
frame semantics
(2)
continual learning
(2)
teacher-student framework
(2)
natural language inference
(2)
multilingual model
(2)
model interpretability
(2)
text classification
(2)
multimodal learning
(2)
deep neural network
(2)
catastrophic forgetting
(2)
neural architecture
(2)
semantic parsing
(1)
text generation
(1)
Papers
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
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
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
Unsupervised Sustainability Report Labeling based on the integration of the GRI and SDG standards
ACL 2025
Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models
COLING 2024
MM-IGLU: Multi-Modal Interactive Grounded Language Understanding
COLING 2024
Learning to Generate Examples for Semantic Processing Tasks
NAACL 2022
Learning to Solve NLP Tasks in an Incremental Number of Languages
IJCNLP 2021
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
Auditing Deep Learning processes through Kernel-based Explanatory Models
IJCNLP 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
KeLP: a Kernel-based Learning Platform for Natural Language Processing
IJCNLP 2015
UNITOR: Aspect Based Sentiment Analysis with Structured Learning
SEMEVAL 2014
A context-based model for Sentiment Analysis in Twitter
COLING 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
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures
ACL 2012
UNITOR: Combining Semantic Text Similarity functions through SV Regression
SEMEVAL 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