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

1 code implementation • 9 Jun 2022 • Tatiana Passali, Grigorios Tsoumakas

Topic-controllable summarization is an emerging research area with a wide range of potential applications.

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

no code implementations • 8 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

Towards Human-Centered Summarization: A Case Study on Financial News

no code implementations • EACL (HCINLP) 2021 • Tatiana Passali, Alexios Gidiotis, Efstathios Chatzikyriakidis, Grigorios Tsoumakas

In order to overcome these issues, we reconsider the task of summarization from a human-centered perspective.

Text Summarization

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.