NLPExplorer

Danilo Croce

Number of Papers:- 28

Number of Citations:- 135

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EACL

RoboNLP

STEP

ACL

*SEMEVAL

PoliticalNLP

IJCNLP

EMNLP

LREC

Co-Authors:-

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Volha Bryl

Gregor Titze

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Jung Uk Kim

Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models PoliticalNLP WS

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations EACL

Danilo Croce | Luca Soldaini |

Learning to Generate Examples for Semantic Processing Tasks NAACL

Danilo Croce | Simone Filice | Giuseppe Castellucci | Roberto Basili |

Learning to Solve NLP Tasks in an Incremental Number of Languages ACL IJCNLP

Giuseppe Castellucci | Simone Filice | Danilo Croce | Roberto Basili |

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL

Danilo Croce | Giuseppe Castellucci | Roberto Basili |

Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP

Danilo Croce | Daniele Rossini | Roberto Basili |

Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP WS

Danilo Croce | Daniele Rossini | Roberto Basili |

Deep Learning in Semantic Kernel Spaces ACL

Danilo Croce | Simone Filice | Giuseppe Castellucci | Roberto Basili |

Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands RoboNLP WS

Andrea Vanzo | Danilo Croce | Roberto Basili | Daniele Nardi |

A Language Independent Method for Generating Large Scale Polarity Lexicons LREC

Giuseppe Castellucci | Danilo Croce | Roberto Basili |

KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers *SEMEVAL

Simone Filice | Danilo Croce | Alessandro Moschitti | Roberto Basili |

KeLP: a Kernel-based Learning Platform for Natural Language Processing ACL IJCNLP

Simone Filice | Giuseppe Castellucci | Danilo Croce | Roberto Basili |

A context-based model for Sentiment Analysis in Twitter COLING

Andrea Vanzo | Danilo Croce | Roberto Basili |

HuRIC: a Human Robot Interaction Corpus LREC

UNITOR: Aspect Based Sentiment Analysis with Structured Learning *SEMEVAL

Giuseppe Castellucci | Simone Filice | Danilo Croce | Roberto Basili |

UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression *SEMEVAL

Danilo Croce | Valerio Storch | Roberto Basili |

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis *SEMEVAL

Giuseppe Castellucci | Simone Filice | Danilo Croce | Roberto Basili |

UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling *SEMEVAL

Emanuele Bastianelli | Danilo Croce | Roberto Basili | Daniele Nardi |

Towards Compositional Tree Kernels WS

Paolo Annesi | Danilo Croce | Roberto Basili |

evision PDF of 'Textual Inference and Meaning Representation in Human Robot Interaction WS

Emanuele Bastianelli | Giuseppe Castellucci | Danilo Croce | Roberto Basili |

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures ACL

Danilo Croce | Alessandro Moschitti | Roberto Basili | Martha Palmer |

UNITOR: Combining Semantic Text Similarity functions through SV Regression *SEMEVAL

Danilo Croce | Paolo Annesi | Valerio Storch | Roberto Basili |

Structured Lexical Similarity via Convolution Kernels on Dependency Trees EMNLP

Danilo Croce | Alessandro Moschitti | Roberto Basili |

Extensive Evaluation of a FrameNet-WordNet mapping resource LREC

Diego De Cao | Danilo Croce | Roberto Basili |

Towards Open-Domain Semantic Role Labeling ACL

Danilo Croce | Cristina Giannone | Paolo Annesi | Roberto Basili |

Manifold Learning for the Semi-Supervised Induction of FrameNet Predicates: An Empirical Investigation WS

Danilo Croce | Daniele Previtali |

Automatic induction of FrameNet lexical units EMNLP

Combining Word Sense and Usage for Modeling Frame Semantics STEP WS

Diego De Cao | Danilo Croce | Marco Pennacchiotti | Roberto Basili |