Results 81 to 90 of about 9,383 (202)

Mitigating Data Scarceness through Data Synthesis, Augmentation and\n Curriculum for Abstractive Summarization [PDF]

, 2021
Ahmed Magooda, Diane Litman
openalex   +1 more source

A more abstractive summarization model

, 2020
Pointer-generator network is an extremely popular method of text summarization. More recent works in this domain still build on top of the baseline pointer generator by augmenting a content selection phase, or by decomposing the decoder into a contextual network and a language model. However, all such models that are based on the pointer-generator base
Chakraborty, Satyaki, Li, Xinya, Chakraborty, Sayak   +2 more
openaire   +2 more sources

A Review of the State-of-the-Art Techniques and Analysis of Transformers for Bengali Text Summarization

Big Data and Cognitive Computing
Text summarization is a complex and essential task in natural language processing (NLP) research, focused on extracting the most important information from a document.
MD Iftekharul Mobin, Mahamodul Hasan Mahadi, Al-Sakib Khan Pathan, A. F. M. Suaib Akhter   +3 more
doaj   +1 more source

A Text Abstraction Summary Model Based on BERT Word Embedding and Reinforcement Learning

Applied Sciences, 2019
As a core task of natural language processing and information retrieval, automatic text summarization is widely applied in many fields. There are two existing methods for text summarization task at present: abstractive and extractive.
Qicai Wang, Peiyu Liu, Zhenfang Zhu, Hongxia Yin, Qiuyue Zhang, Lindong Zhang   +5 more
doaj   +1 more source

The Summarization of Italian Tax-Law Decisions: The Case of the PRODIGIT Project

IEEE Access
This paper presents an innovative approach to the automated summarization of tax-law decisions developed within the PRODIGIT project. The work addresses the growing challenge of managing large volumes of judicial rulings, which often hinder access to ...
Alessia Fidelangeli, Federico Galli, Andrea Loreggia, Giuseppe Pisano, Riccardo Rovatti, Piera Santin, Giovanni Sartor   +6 more
doaj   +1 more source

XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages [PDF]

, 2021
Tahmid Hasan, Abhik Bhattacharjee, Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong‐Bin Kang, M. Sohel Rahman, Rifat Shahriyar   +7 more
openalex   +1 more source

Abstractive Summarization of Voice Communications [PDF]

, 2011
Abstract summarization of conversations is a very challenging task that requires full understanding of the dialog turns, their roles and relationships in the conversations. We present an efficient system, derived from a fullyfledged text analysis system that performs the necessary linguistic analysis of turns in conversations and provides useful ...
Vincenzo Pallotta, DELMONTE, Rodolfo, BRISTOT, Antonella   +2 more
openaire   +2 more sources

Arabic Abstractive Text Summarization Using an Ant Colony System

Mathematics
Arabic abstractive summarization presents a complex multi-objective optimization challenge, balancing readability, informativeness, and conciseness.
Amal M. Al-Numai, Aqil M. Azmi
doaj   +1 more source

Inter- and Intra-Modal Contrastive Hybrid Learning Framework for Multimodal Abstractive Summarization. [PDF]

Entropy (Basel), 2022
Li J, Zhang Z, Wang B, Zhao Q, Zhang C.
europepmc   +1 more source

ASoVS: Abstractive Summarization of Video Sequences

IEEE Access, 2019
In today's age, a massive amount of videos are produced every day, which contains audio, visual, and textual data. This constant increase is due to the ease of recording service in portable devices, such as mobile phones, tablets, or cameras.
Aniqa Dilawari, Muhammad Usman Ghani Khan   +1 more
doaj   +1 more source