Search Results for author: Fabio Tamburini

Found 12 papers, 1 papers with code

Contextual Unsupervised Clustering of Signs for Ancient Writing Systems

no code implementations LT4HALA (LREC) 2022 Michele Corazza, Fabio Tamburini, Miguel Valério, Silvia Ferrara

For this reason, any method that attempts to work on ancient scripts needs to be ad-hoc and consider paleographic aspects, in addition to computational ones.

Clustering

Combining ELECTRA and Adaptive Graph Encoding for Frame Identification

1 code implementation LREC 2022 Fabio Tamburini

This paper presents contributions in two directions: first we propose a new system for Frame Identification (FI), based on pre-trained text encoders trained discriminatively and graphs embedding, producing state of the art performance and, second, we take in consideration all the extremely different procedures used to evaluate systems for this task performing a complete evaluation over two benchmarks and all possible splits and cleaning procedures used in the FI literature.

The Automatic Extraction of Linguistic Biomarkers as a Viable Solution for the Early Diagnosis of Mental Disorders

no code implementations LREC 2022 Gloria Gagliardi, Fabio Tamburini

Digital Linguistic Biomarkers extracted from spontaneous language productions proved to be very useful for the early detection of various mental disorders.

A Quantum-Like Approach to Word Sense Disambiguation

no code implementations RANLP 2019 Fabio Tamburini

This paper presents a novel algorithm for Word Sense Disambiguation (WSD) based on Quantum Probability Theory.

Sentence Sentence Embeddings +1

Towards Quantum Language Models

no code implementations EMNLP 2017 Ivano Basile, Fabio Tamburini

This paper presents a new approach for building Language Models using the Quantum Probability Theory, a Quantum Language Model (QLM).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +6

Specialising Paragraph Vectors for Text Polarity Detection

no code implementations LREC 2016 Fabio Tamburini

This paper presents some experiments for specialising Paragraph Vectors, a new technique for creating text fragment (phrase, sentence, paragraph, text, ...) embedding vectors, for text polarity detection.

regression Sentence

AnIta: a powerful morphological analyser for Italian

no code implementations LREC 2012 Fabio Tamburini, Mel, Matias ri

The experiments results show that the AnIta Morphological Analyser obtains the best performances among the tested systems, with Recall = 97. 21{\%} and Precision = 98. 71{\%}.

Management POS

A topologic view of Topic and Focus marking in Italian

no code implementations LREC 2012 Gloria Gagliardi, Edoardo Lombardi Vallauri, Fabio Tamburini

Regularities in position and level of prosodic prominences associated to patterns of Information Structure are identified for some Italian varieties.

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