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NLP Research and Resources at DaSciM, Ecole Polytechnique
[article]
2021
arXiv
pre-print
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DaSciM (Data Science and Mining) part of LIX at Ecole Polytechnique, established in 2013 and since then producing research results in the area of large scale data analysis via methods of machine and deep ...
The group has been specifically active in the area of NLP and text mining with interesting results at methodological and resources level. ...
However, most of the research and resources were dedicated to the English language, despite a few notable exceptions. ...
arXiv:2112.00566v1
fatcat:dcmwpwdwc5emti6jcflqq5ib4a
Overview of the TAC 2018 Systematic Review Information Extraction Track
2018
Text Analysis Conference
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
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Seven teams submitted at least one run with 18 submissions in total across both tasks. ...
Participating teams were provided with annotated text passages of methods sections from research articles in PubMed. ...
Acknowledgements Work for this project was provided by staff at the Division of the National Toxicology Program, National Institute for Environmental Health Sciences (NIEHS), National Institutes of Health ...
dblp:conf/tac/SchmittWWVARW18
fatcat:cxdsale2mvew7gw4tcljwzejle
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
[article]
2018
arXiv
pre-print
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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.
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Moreover, we leverage recent advances in word embeddings and graph degeneracy applied to NLP to take exterior semantic knowledge into account, and to design custom diversity and informativeness measures ...
Experiments on the AMI and ICSI corpus show that our system improves on the state-of-the-art. Code and data are publicly available, and our system can be interactively tested. ...
Acknowledgments We are grateful to the three anonymous reviewers for their detailed and constructive feedback. This research was supported in part by the Open-PaaS::NG project. ...
arXiv:1805.05271v2
fatcat:7wxj5qrwnjhd3lka4vdrx4rkua