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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6...30 Hits 21 – 40 of 600 21 AutoMeTS: The Autocomplete for Medical Text Simplification. ... The 28th International Conference on Computational Linguistics 2020. - : Underline Science Inc., 2020 Abstract: The goal of text simplification (TS) is to transform difficult text into a version that is easier to understand and more broadly accessible to a wide variety of readers. In some domains, such as healthcare, fully automated approaches cannot be used since information must be accurately preserved. Instead, semi-automated approaches can be used that assist a human writer in simplifying text faster and at a higher quality. In this paper, we examine the application of autocomplete to text simplification in the medical domain. We introduce a new parallel medical data set consisting of aligned English Wikipedia with Simple English Wikipedia sentences and examine the application of pretrained neural language models (PNLMs) on this dataset. We compare four PNLMs (BERT, RoBERTa, XLNet, and GPT-2), and show how the additional context of the sentence to be simplified can be incorporated to achieve better results (6.17% absolute improvement over the best individual model). We also introduce an ensemble model that ... Keyword: Computer and Information Science; Information and Knowledge Engineering; Intelligent System; Natural Language Processing; Neural Network URL: https://dx.doi.org/10.48448/yfa2-s831 https://underline.io/lecture/6995-automets-the-autocomplete-for-medical-text-simplification. BASE Hide details 22 A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English ... The 28th International Conference on Computational Linguistics 2020; Abdullah, Badr; Degaetano-Ortlieb, Stefania. - : Underline Science Inc., 2020 BASE Show details 23 SemEval Task 6: DeftEval ... The 28th International Conference on Computational Linguistics 2020; Spala, Sasha. - : Underline Science Inc., 2020 BASE Show details 24 The surprising vulnerability of automatic content scoring systems to adversarial input ... The 28th International Conference on Computational Linguistics 2020; Cahill, Aoife; Ding, Yuning. - : Underline Science Inc., 2020 BASE Show details 25 Cross-lingual Transfer Learning for Grammatical Error Correction ... The 28th International Conference on Computational Linguistics 2020; Imankulova, Aizhan; Kaneko, Masahiro. - : Underline Science Inc., 2020 BASE Show details 26 A Straightforward Approach to Narratologically Grounded Character Identification ... The 28th International Conference on Computational Linguistics 2020; Jahan, Labiba. - : Underline Science Inc., 2020 BASE Show details 27 Part 4 - Extension Layers and Comparison to Other Formalisms ... The 28th International Conference on Computational Linguistics 2020; Prange, Jakob. - : Underline Science Inc., 2020 BASE Show details 28 An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings ... The 28th International Conference on Computational Linguistics 2020; Rios, Anthony. - : Underline Science Inc., 2020 BASE Show details 29 Living Machines: A study of atypical animacy ... The 28th International Conference on Computational Linguistics 2020; Coll Ardanuy, Mariona. - : Underline Science Inc., 2020 BASE Show details 30 Effective Use of Target-side Context for Neural Machine Translation ... The 28th International Conference on Computational Linguistics 2020; GOTO, Isao; ITO, Hitoshi. - : Underline Science Inc., 2020 BASE Show details 31 Neural Machine Translation of Artwork Titles Using Iconclass Codes ... The 28th International Conference on Computational Linguistics 2020; Banar, Nikolay; Daelemans, Walter. - : Underline Science Inc., 2020 BASE Show details 32 The Financial Narrative Summarisation Shared Task (FNS 2020) ... The 28th International Conference on Computational Linguistics 2020; AbuRa'ed, Ahmed. - : Underline Science Inc., 2020 BASE Show details 33 Transliteration of Judeo-Arabic Texts into Arabic Script Using Recurrent Neural Networks ... The 28th International Conference on Computational Linguistics 2020; Bar, Kfir; Dershowitz, Nachum. - : Underline Science Inc., 2020 BASE Show details 34 3. Word Embeddings ... The 28th International Conference on Computational Linguistics 2020. - : Underline Science Inc., 2020 BASE Show details 35 5. Sense Embeddings ... The 28th International Conference on Computational Linguistics 2020. - : Underline Science Inc., 2020 BASE Show details 36 Answer-driven Deep Question Generation based on Reinforcement Learning ... The 28th International Conference on Computational Linguistics 2020; Lin, Zibo; Shen, Ying. - : Underline Science Inc., 2020 BASE Show details 37 Scalar vs. mereological conceptualizations of the N-BY-N and NUM-BY-NUM adverbials ... The 28th International Conference on Computational Linguistics 2020; Dočekal, Mojmír; Vlášková, Lucia. - : Underline Science Inc., 2020 BASE Show details 38 Automatic detection of unexpected/erroneous collocations in learner corpus ... The 28th International Conference on Computational Linguistics 2020; Li, Jen-Yu. - : Underline Science Inc., 2020 BASE Show details 39 AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding ... The 28th International Conference on Computational Linguistics 2020; Liu, Yuzhang. - : Underline Science Inc., 2020 BASE Show details 40 Life still goes on: Analysing Australian WW1 Diaries through Distant Reading ... The 28th International Conference on Computational Linguistics 2020; Dennis-Henderson, Ashley; Mitchell, Lewis. - : Underline Science Inc., 2020 BASE Show details Page: 1 2 3 4 5 6...30

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