Summarizing text on any aspects: A knowledge-informed weakly-supervised approach
Given a document and a target aspect (eg, a topic of interest), aspect-based abstractive
summarization attempts to generate a summary with respect to the aspect. Previous studies …
summarization attempts to generate a summary with respect to the aspect. Previous studies …
Sentence-level planning for especially abstractive summarization
A Marfurt, J Henderson - Proceedings of the Third Workshop on …, 2021 - aclanthology.org
Abstractive summarization models heavily rely on copy mechanisms, such as the pointer
network or attention, to achieve good performance, measured by textual overlap with …
network or attention, to achieve good performance, measured by textual overlap with …
Surfer100: Generating surveys from web resources, Wikipedia-style
Fast-developing fields such as Artificial Intelligence (AI) often outpace the efforts of
encyclopedic sources such as Wikipedia, which either do not completely cover recently …
encyclopedic sources such as Wikipedia, which either do not completely cover recently …
Assessment of word-level neural language models for sentence completion
H Park, J Park - Applied Sciences, 2020 - mdpi.com
The task of sentence completion, which aims to infer the missing text of a given sentence,
was carried out to assess the reading comprehension level of machines as well as humans …
was carried out to assess the reading comprehension level of machines as well as humans …
[HTML][HTML] Rewards with negative examples for reinforced topic-focused abstractive summarization
We consider the problem of topic-focused abstractive summarization, where the goal is to
generate an abstractive summary focused on a particular topic, a phrase of one or multiple …
generate an abstractive summary focused on a particular topic, a phrase of one or multiple …
Know Better–A Clickbait Resolving Challenge
B Hättasch, C Binnig - … of the Thirteenth Language Resources and …, 2022 - aclanthology.org
In this paper, we present a new corpus of clickbait articles annotated by university students
along with a corresponding shared task: clickbait articles use a headline or teaser that hides …
along with a corresponding shared task: clickbait articles use a headline or teaser that hides …
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression
This paper outlines the system using which team Nowruz participated in SemEval 2022 Task
7 Identifying Plausible Clarifications of Implicit and Underspecified Phrases for both …
7 Identifying Plausible Clarifications of Implicit and Underspecified Phrases for both …
Exploring text summarization beyond news articles
R Yuan - 2024 - theses.lib.polyu.edu.hk
Text summarization has been an important task for natural language processing. It aims to
compress the source document (s) into a more concise version that covers the most …
compress the source document (s) into a more concise version that covers the most …
Evaluating semantic similarity methods to build semantic predictability norms of reading data
Predictability corpora built via Cloze task generally accompany eye-tracking data for the
study of processing costs of linguistic structures in tasks of reading for comprehension. Two …
study of processing costs of linguistic structures in tasks of reading for comprehension. Two …
Towards automated generation of open domain Wikipedia articles
Y Bao - 2023 - ideals.illinois.edu
Wikipedia has increasingly become an important resource for education and knowledge
acquisition, and the automatic generation of Wikipedia articles could greatly improve the …
acquisition, and the automatic generation of Wikipedia articles could greatly improve the …