A reinforced topic-aware convolutional sequence-to-sequence model for abstractive text summarization
In this paper, we propose a deep learning approach to tackle the automatic summarization
tasks by incorporating topic information into the convolutional sequence-to-sequence …
tasks by incorporating topic information into the convolutional sequence-to-sequence …
Complex linguistic features for text classification: A comprehensive study
Previous researches on advanced representations for document retrieval have shown that
statistical state-of-the-art models are not improved by a variety of different linguistic …
statistical state-of-the-art models are not improved by a variety of different linguistic …
[PDF][PDF] Text summarization: an overview
E Lloret - Paper supported by the Spanish Government under the …, 2008 - dlsi.ua.es
This paper presents an overview of Text Summarization. Text Summarization is a
challenging problem these days. Due to the great amount of information we are provided …
challenging problem these days. Due to the great amount of information we are provided …
Data mining and text mining for science & technology research
E Leopold, M May, G Paaß - … science and technology research: the use of …, 2004 - Springer
The goal of the paper is to give an overview on the state of the art of data mining and text
mining approaches which are useful for bibliometrics and patent databases. The paper …
mining approaches which are useful for bibliometrics and patent databases. The paper …
From text to knowledge: Document processing and visualization: A text mining approach
Document processing and visualization was identified as one of the key topics in the domain
of Text Mining. For this reason, the WG1 working group was created in the NEMIS project. In …
of Text Mining. For this reason, the WG1 working group was created in the NEMIS project. In …
Are extractive text summarisation techniques portable to broadcast news?
In this paper we report on a series of experiments which compare the effect of individual
features on both text and speech summarisation, the effect of basing the speech summaries …
features on both text and speech summarisation, the effect of basing the speech summaries …
[PDF][PDF] Automatic Summarization of Meeting Data: A Feasibility Study.
The disclosure of audio-visual meeting recordings is a new challenging domain studied by
several large scale research projects in Europe and the US. Automatic meeting …
several large scale research projects in Europe and the US. Automatic meeting …
[PDF][PDF] Task based evaluation of exploratory search systems
W Kraaij, W Post - Proc. of SIGIR 2006 Workshop, Evaluation …, 2006 - liacs.leidenuniv.nl
Evaluation of interactive search systems has always been time-consuming and complex,
which probably explains the relative low level of interest from IR researchers for this type of …
which probably explains the relative low level of interest from IR researchers for this type of …
[PDF][PDF] Improved algorithms for keyword extraction and headline generation from unstructured text
AK Mondal, DK Maji, H Karnick - First Journal publication from …, 2013 - cs.northwestern.edu
Improved Algorithms For Keyword Extraction and Headline Generation From Unstructured Text
Page 1 Improved Algorithms For Keyword Extraction and Headline Generation From …
Page 1 Improved Algorithms For Keyword Extraction and Headline Generation From …
[PDF][PDF] Description of the UAM system for generating very short summaries at DUC-2003
E Alfonseca, JM Guirao… - the Proceedings of the …, 2003 - duc.nist.gov
This paper describes the techniques used for producing very short summaries (around 75
bytes) of single documents. As in last year's version, the processing has been divided into …
bytes) of single documents. As in last year's version, the processing has been divided into …