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Benchmarking the Simplification of Dutch Municipal Text
Proceedings of the Language Resources and Evaluation ConferenceText simplification (TS) makes written information more accessible to all people, especially those with cognitive or language impairments. Despite much progress in TS due to advances in NLP technology, the bottleneck issue of lack of data for low-resource languages persists. Dutch is one of these languages that lack a monolingual simplification corpus.
Vlantis, Daniel +2 more
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Text Simplification Tools for Spanish
Proceedings of the Language Resources and Evaluation Conference, 2012Stefan Bott +2 more
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Unsupervised statistical text simplification using pre-trained language modeling for initialization
Frontiers of Computer Science, 2022Jipeng Qiang +2 more
exaly
Studying the Effect of Syntactic Simplification on Text Summarization
IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India), 2023Niladri Chatterjee, Raksha Agarwal
exaly
Text Simplification for Enhanced Readability
Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, 2013Siddhartha Banerjee +2 more
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Automatic Text Simplification Using LSTM Encoder Decoder Model
Lecture Notes in Networks and Systems, 2022Alok Ranjan Tripathy, Om Prakash Jena
exaly
HTSS: A novel hybrid text summarisation and simplification architecture
Information Processing and Management, 2020Naif Aljohani +2 more
exaly
Explainable Text Simplification
This thesis examines the topic of explainable text simplification using large language models. It proposes and implements a workflow that utilizes masking alongside interpretability techniques as opposed to the nowadays normal of using text generation models.openaire +1 more source