A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Filters
Multilevel Text Alignment with Cross-Document Attention
[article]
2020
arXiv
pre-print
Preserved Fulltext
We propose a new learning approach that equips previously established hierarchical attention encoders for representing documents with a cross-document attention component, enabling structural comparisons ...
Existing alignment methods operate at a single, predefined level and cannot learn to align texts at, for example, sentence and document levels. ...
Conclusion We augment hierarchical attention networks with cross-document attention, allowing their use in document-to-document and sentence-to-document alignment tasks. ...
arXiv:2010.01263v1
fatcat:d4w62q54drh75jaryps4377dyi
Multilevel Text Alignment with Cross-Document Attention
2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
unpublished
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
We propose a new learning approach that equips previously established hierarchical attention encoders for representing documents with a cross-document attention component, enabling structural comparisons ...
Existing alignment methods operate at a single, predefined level and cannot learn to align texts at, for example, sentence and document levels. ...
A Supplementary Material for "Multilevel Text Alignment with Cross-Document Attention" We provide more details about the datasets in the new benchmark, experimental setup, choices of hyperparameters, model ...
doi:10.18653/v1/2020.emnlp-main.407
fatcat:jkqo5e6wsvgvfiqz5tjsuqrzze
Page 594 of Computational Linguistics Vol. 27, Issue 4
[page]
2001
Computational Linguistics
Preserved Fulltext
The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
In “Parallel alignment of structured doc- uments,” Romary and Bonhomme view documents as multilevel structures and take advantage of structure information in alignment. ...
The five chapters on applications of parallel text and alignment illustrate signifi- cant diversity, and at the same time they all draw attention to fundamental problems concerning the matching of units ...
Parallel Text Processing: Alignment and Use of Translation Corpora Jean Véronis (editor) (Université de Provence) Dordrecht: Kluwer Academic Publishers (Text, speech and language technology series, edited by Nancy Ide and Jean Véronis, volume 13), 2000, xxiii+402 pp; hardbound, ISBN 0-7923-6546-1, $160.00, £99.00, Dfl 300.00
2001
Computational Linguistics
Preserved Fulltext
The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
In “Parallel alignment of structured doc- uments,” Romary and Bonhomme view documents as multilevel structures and take advantage of structure information in alignment. ...
multilevel matching. ...
doi:10.1162/coli.2000.27.4.592
fatcat:mzhyua6fzrbx5dcqowy6lodd6y
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
2020
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
To tackle this cross-lingual set-to-description retrieval task, we propose a novel cross-lingual matching network (CLMN) with the enhancement of context-dependent cross-lingual mapping upon the pre-trained ...
With the prosperous of cross-border e-commerce, there is an urgent demand for designing intelligent approaches for assisting e-commerce sellers to offer local products for consumers from all over the world ...
DAM, a strong text matching network with only attention modules, which is adapted from the response selection task ). ...
doi:10.1609/aaai.v34i05.6335
fatcat:qedkc32b6zakblet44yyi2arq4
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
To tackle this cross-lingual set-to-description retrieval task, we propose a novel cross-lingual matching network (CLMN) with the enhancement of context-dependent cross-lingual mapping upon the pre-trained ...
With the prosperous of cross-border e-commerce, there is an urgent demand for designing intelligent approaches for assisting e-commerce sellers to offer local products for consumers from all over the world ...
DAM, a strong text matching network with only attention modules, which is adapted from the response selection task ). ...
arXiv:2005.08188v1
fatcat:2xbuszoc4jegfnmgsihmupkznu
Exploration of Cross-Modal Text Generation Methods in Smart Justice
2021
Scientific Programming
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
With the development of modern science and technology, information technology has brought great changes to many fields. ...
Therefore, a large number of documents and evidence collection archives will bring tremendous pressure on the judiciary. ...
A multilevel attention mechanism is added to enhance the flexibility and effectiveness of modal integration. ...
doi:10.1155/2021/3225933
fatcat:b6bfqwfwmncv5hy7s6tivtocba
The Analysis of Multilevel Networks in Organizations
2015
Organizational Research Methods
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
This is the basic difference between multilevel analysis of networks and the analysis of multilevel networks. ...
The aim of this article is to show how recently derived multilevel exponential random graph models (MERGMs) may be specified and estimated to address the problems posed by the analysis of multilevel networks ...
Combined with the statistically nonsignificant Cross-level alignment entrainment and exchange parameters, the Cross-level alignment exchange reciprocal B emphasizes the importance of mutual relations as ...
doi:10.1177/1094428115579225
fatcat:xv4ygrff7nesvdttvowq2up4ju
Healthy Eating and Physical Activity Policy, Systems, and Environmental Strategies: A Content Analysis of Community Health Improvement Plans
2020
Frontiers in Public Health
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Multilevel latent class analyses were conducted to identify classes of CHIPs based on HE/PA PSE strategy alignment with key activities. ...
Each HE/PA PSE strategy was assessed for alignment with six key activities that facilitate PSE-change (identifying and framing the problem, engaging and educating key people, identifying PSE solutions, ...
METHODS
Study Design This cross-sectional content analysis of CHIP documents was approved by the University of Massachusetts Medical School Institutional Review Board (24) . ...
doi:10.3389/fpubh.2020.580175
pmid:33392132
pmcid:PMC7775553
fatcat:loct2yasxzgtpncluvjkovk76y
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
[article]
2018
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Secondly, it leverages a multi-level attention refinement component between stacked recurrent layers. ...
Learning a matching function between two text sequences is a long standing problem in NLP research. ...
Additionally, our model incorporates a Multilevel Attention Refinement (MAR) architecture in order to fully leverage the stacked recurrent architecture. ...
arXiv:1810.02938v1
fatcat:setjh4bo45getdaj6ilaz7edvi
A new approach to semantic sustainability assessment: text mining via network analysis revealing transition patterns in German municipal climate action plans
2017
Energy, Sustainability and Society
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
For a transition towards sustainability, a well-orchestrated cross-sectoral multilevel approach is required. ...
The most common text representation with a reasonable performance is splitting text into a vector of terms [74, 77] . This results in a document-term-matrix (d-t-m). ...
Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. ...
doi:10.1186/s13705-017-0125-0
fatcat:bprn66d2fvaojogr4vy3qdbsjq
Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text
2019
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Visualisation of the multilevel attention on the original text allows explanation of the code predictions according to the semantics of the ICD ontology. ...
We present a semantically interpretable system for automated ICD coding of clinical text documents. ...
Introduction Classification of clinical free-text documents poses some difficult technical challenges. ...
doi:10.18653/v1/d19-6220
dblp:conf/acl-louhi/FalisPLSDMTO19
fatcat:w6gk5fyhfrhhppkxgxegq5jaia
Multilingual Entity, Relation, Event and Human Value Extraction
2019
Proceedings of the 2019 Conference of the North
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
This system is publicly available as a docker container and a live demo, 1,2 with a video demonstrating the system 3 . ...
It extracts and aggregates knowledge elements across multiple languages and documents as well as provides visualizations of the results along three dimensions: temporal (as displayed in an event timeline ...
The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the U.S. Government. ...
doi:10.18653/v1/n19-4019
dblp:conf/naacl/LiLHWVDJ19
fatcat:fphos22em5e73jf64frl6tpsha
Understanding Plagiarism Linguistic Patterns, Textual Features, and Detection Methods
2012
IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
texts with concept generalization and specification, and adopting ideas and important contributions of others. ...
techniques (CROSS). ...
Cross-lingual methods are based on the measurement of the similarity between sections of the suspicious document d q and sections of the candidate document in d x based on cross-language text features. ...
doi:10.1109/tsmcc.2011.2134847
fatcat:umjzayni2bdobiwpkdtu7upir4
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
With the advancement in technology and the expansion of broadcasting, cross-media retrieval has gained much attention. ...
In this paper, we provide a novel taxonomy according to the challenges faced by multi-modal deep learning approaches in solving cross-media retrieval, namely: representation, alignment, and translation ...
[133] proposed Cross-media Relation Attention Network (CRAN) with multilevel alignment. ...
arXiv:2008.01191v1
fatcat:t63bg55w2vdqjcprzaaidrmprq
« Previous
Showing results 1 — 15 out of 5,147 results