Filters








4 Hits in 7.5 sec

Dependencies: Formalising Semantic Catenae for Information Retrieval [article]

Christina Lioma
<span title="2017-09-12">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
A prerequisite for processing text semantics, common to the above examples, is having some computational representation of text as an abstract object.  ...  The complexity and granularity of semantic processing that can be realised is constrained by the mathematical and computational robustness, expressiveness, and rigour of the tools used.  ...  Nivre, editors, EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30 -April 3, 2009, pages 33-41.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.03742v1">arXiv:1709.03742v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4fdrnsmwdnb4pe37b6ritmvnme">fatcat:4fdrnsmwdnb4pe37b6ritmvnme</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191018133116/https://arxiv.org/pdf/1709.03742v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8f/f7/8ff7f47ef653603b6f65c128627c280ca1026dba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.03742v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Deep Learning for Text Style Transfer: A Survey [article]

Di Jin, Zhijing Jin, Zhiting Hu, Olga Vechtomova, Rada Mihalcea
<span title="2021-12-16">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We discuss the task formulation, existing datasets and subtasks, evaluation, as well as the rich methodologies in the presence of parallel and non-parallel data.  ...  We also provide discussions on a variety of important topics regarding the future development of this task. Our curated paper list is at https://github.com/zhijing-jin/Text_Style_Transfer_Survey  ...  In Proceedings of the 12th Proceedings of the 12th European Workshop on International Conference on Natural Language Natural Language Generation, March 30-31, Generation, INLG 2019, Tokyo  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.00416v5">arXiv:2011.00416v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wfw3jfh2mjfupbzrmnztsqy4ny">fatcat:wfw3jfh2mjfupbzrmnztsqy4ny</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211229085413/https://arxiv.org/pdf/2011.00416v5.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/33/b1330ac569550ee40afef26d3f989e5bad24d974.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.00416v5" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Deep Learning for Text Style Transfer: A Survey

Di Jin, Zhijing Jin, Zhiting Hu, Olga Vechtomova, Rada Mihalcea
<span title="2021-12-21">2021</span> <i title="MIT Press - Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e4yflo6sufcufjwloald7xudm4" style="color: black;">Computational Linguistics</a> </i> &nbsp;
We also provide discussions on a variety of important topics regarding the future development of this task.  ...  We discuss the task formulation, existing datasets and subtasks, evaluation, as well as the rich methodologies in the presence of parallel and non-parallel data.  ...  In Proceedings of the 12th Proceedings of the 12th European Workshop on International Conference on Natural Language Natural Language Generation, March 30-31, Generation, INLG 2019,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/coli_a_00426">doi:10.1162/coli_a_00426</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v7vmb62ckfcu5k5mpu2pydnrxy">fatcat:v7vmb62ckfcu5k5mpu2pydnrxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211222225554/https://watermark.silverchair.com/coli_a_00426.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAtEwggLNBgkqhkiG9w0BBwagggK-MIICugIBADCCArMGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQM3TYNN06jc-vON_B8AgEQgIIChPyI8pcBpxLhONdEikQgEewlJa6vLS7SnD3agWRsGx050XTWL2NZv4Sr-J3xgZVTaxNjW6WLemTa6Rlp3QKfwzcq7zl0_iSPme8KI7yCj5ZP6tQ1enT1WEieLdl3uh8tYWvTJSTDNg4mVxxukvdtxufM4hLDpmRJP70ozWSZ_bKDd4LAaW1icaDuUKJHNncmyT6S0Dz1L_IcYjf1IMqOkHuUSITDmKMya20LV5XuVLHJ3DzsH94kRbx7o4OHyWe6UDgeG2ZeKTAAPFKT0k5n6r3faGsDcZr-C5qXgKuH2uapVURFBllskewIjDbj7q4gDr0eL90G-0nk-fTHQwclPz8DzGJFmLBwFHBGCyyXzXZSClIr9CsOfZ2-ucHPJ32FenBeFav8Hos7wf05uwCod5syRgJisUCQsdG36gZzvZPUsf5JYs8ETMXMwm1diTev9WEJjMGXpyf-WRiUZ-TIzcWuj-Gb7eEFcFPpRulWMgNyvewFGYg01JZxRBgzdOjOZphRol5pkRz55WBOTg3QvyZC-XTS1yVwQZYlkWQCmRkZfu87-EDBupOarYUOUnIAzOQLO6zp3XyzI2X_n0QHI0V1Hrt6BkZgXgfJZb9d77X-xY4MwY3mR4TqoFvbhdOL6GDrM-mU-PtkMrRKDROD0tT_Os1HN5sNFnxvcqRH8HFBISiKB5S4L9YBdc5tPt1ZPQF3NwM6jw3dVF05lmrNwu2NjctKHXhhlCkYd7muA4q9acjnCfdv2Smi-AoDTQHAwOYr_NudEAjip26lUpbaZ0tNFf-sizRu_LFmvabc7S9gq7ZfUlziHhyH6Uc4-POC8Nu_z4Ju7eYtkn3937phhYNiUCvF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/79/ea799c5b03439bb5f46f2596d02b748e2f04e0a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/coli_a_00426"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mitpressjournals.org </button> </a>

GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation

Derek Chen, Zhou Yu
<span title="">2021</span> <i title="Association for Computational Linguistics"> Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing </i> &nbsp; <span class="release-stage">unpublished</span>
We also analyze the unique properties of OOS data to identify key factors for optimally applying our proposed method. 1  ...  GOLD generates pseudo-labeled candidates using samples from an auxiliary dataset and keeps only the most beneficial candidates for training through a novel filtering mechanism.  ...  Acknowledgments The authors are grateful to Tao Lei, Yi Yang, Jason Wu and Samuel R. Bowman for reviewing earlier versions of the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/2021.emnlp-main.35">doi:10.18653/v1/2021.emnlp-main.35</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gylsq2eievdszkelqrg5lqigfi">fatcat:gylsq2eievdszkelqrg5lqigfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211105033918/https://aclanthology.org/2021.emnlp-main.35.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/1a/e81a05a9ca8de7b2030525a2db0cfedd6b1bb3c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/2021.emnlp-main.35"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>