Text summarisation in progress: a literature review
This paper contains a large literature review in the research field of Text Summarisation (TS)
based on Human Language Technologies (HLT). TS helps users manage the vast amount …
based on Human Language Technologies (HLT). TS helps users manage the vast amount …
Efficient attentions for long document summarization
The quadratic computational and memory complexities of large Transformers have limited
their scalability for long document summarization. In this paper, we propose Hepos, a novel …
their scalability for long document summarization. In this paper, we propose Hepos, a novel …
Opinion mining from online hotel reviews–a text summarization approach
YH Hu, YL Chen, HL Chou - Information Processing & Management, 2017 - Elsevier
Online travel forums and social networks have become the most popular platform for sharing
travel information, with enormous numbers of reviews posted daily. Automatically generated …
travel information, with enormous numbers of reviews posted daily. Automatically generated …
Summ^ n: A multi-stage summarization framework for long input dialogues and documents
Text summarization helps readers capture salient information from documents, news,
interviews, and meetings. However, most state-of-the-art pretrained language models (LM) …
interviews, and meetings. However, most state-of-the-art pretrained language models (LM) …
Digital engineering methods in practical use during mechatronic design processes
This work aims to evaluate the current state of research on the use of artificial intelligence,
deep learning, digitalization, and Data Mining in product development, mainly in the …
deep learning, digitalization, and Data Mining in product development, mainly in the …
The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis
Text mining methods allow researchers to investigate technical documents (tech mining)
and specifically explore patents for valuable information (patent mining. To the review …
and specifically explore patents for valuable information (patent mining. To the review …
A patent quality analysis for innovative technology and product development
Enterprises evaluate intellectual property rights and the quality of patent documents in order
to develop innovative products and discover state-of-the-art technology trends. The product …
to develop innovative products and discover state-of-the-art technology trends. The product …
Intelligent compilation of patent summaries using machine learning and natural language processing techniques
Patents are a type of intellectual property with ownership and monopolistic rights that are
publicly accessible published documents, often with illustrations, registered by governments …
publicly accessible published documents, often with illustrations, registered by governments …
Patent document clustering with deep embeddings
The analysis of scientific and technical documents is crucial in the process of establishing
science and technology strategies. One popular method for such analysis is for field experts …
science and technology strategies. One popular method for such analysis is for field experts …
Identifying product opportunities using collaborative filtering-based patent analysis
One practical and low-risk approach to product planning for technology-based firms is to
identify application products based on their existing product portfolios. Previous studies …
identify application products based on their existing product portfolios. Previous studies …