Search Results for author: Tatiana Passali

Found 4 papers, 2 papers with code

LARD: Large-scale Artificial Disfluency Generation

1 code implementation LREC 2022 Tatiana Passali, Thanassis Mavropoulos, Grigorios Tsoumakas, Georgios Meditskos, Stefanos Vrochidis

In addition, we release a new large-scale dataset with disfluencies that can be used on four different tasks: disfluency detection, classification, extraction, and correction.

From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences

no code implementations8 Dec 2023 Tatiana Passali, Efstathios Chatzikyriakidis, Stelios Andreadis, Thanos G. Stavropoulos, Anastasia Matonaki, Anestis Fachantidis, Grigorios Tsoumakas

This survey, conducted using the PRISMA guidelines, systematically reviews two main strategies for addressing the issue of long sentences: a) sentence compression and b) sentence splitting.

Sentence Sentence Compression

Topic-Aware Evaluation and Transformer Methods for Topic-Controllable Summarization

1 code implementation9 Jun 2022 Tatiana Passali, Grigorios Tsoumakas

Furthermore, existing methods built upon recurrent architectures, which can significantly limit their performance compared to more recent Transformer-based architectures, while they also require modifications to the model's architecture for controlling the topic.

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