Approaches for the Clustering of Geographic Metadata and the Automatic Detection of Quasi-Spatial Dataset Series by Javier Lacasta, Francisco Javier Lopez-Pellicer, Javier Zarazaga-Soria, Rubén Béjar, Javier Nogueras-Iso

“…In addition, we have found that the ELMo representation with agglomerative clustering produces good results without any preprocessing step for text cleaning.…”
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A Context-Aware Neural Embedding for Function-Level Vulnerability Detection by Hongwei Wei, Guanjun Lin, Lin Li, Heming Jia

“…Based on the evaluation, we propose a supervised framework leveraging pre-trained context-aware embeddings from language models (ELMo) to capture deep contextual representations, further summarized by a bidirectional long short-term memory (Bi-LSTM) layer for learning long-range code dependency. …”
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Neuroprotection and axon regeneration by novel low-molecular-weight compounds through the modification of DOCK3 conformation by Kazuhiko Namekata, Naoki Tsuji, Xiaoli Guo, Euido Nishijima, Sari Honda, Yuta Kitamura, Atsushi Yamasaki, Masamichi Kishida, Jun Takeyama, Hirokazu Ishikawa, Youichi Shinozaki, Atsuko Kimura, Chikako Harada, Takayuki Harada

“…DOCK3 forms a complex with Engulfment and cell motility protein 1 (Elmo1) and effectively activates Rac1 and actin dynamics. …”
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Quantum-Inspired Fully Complex-Valued Neutral Network for Sentiment Analysis by Wei Lai, Jinjing Shi, Yan Chang

“…We conducted experiments on six sentiment-classification datasets comparing with five classical models (TextCNN, GRU, ELMo, BERT, and RoBERTa). The results show that our model has improved by 10% in accuracy metric compared with TextCNN and GRU, and has competitive experimental results with ELMo, BERT, and RoBERTa.…”
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Exome and whole-genome sequencing of esophageal adenocarcinoma identifies recurrent driver events and mutational complexity by Lander, Eric Steven

“…The new significantly mutated genes include chromatin-modifying factors and candidate contributors SPG20, TLR4, ELMO1 and DOCK2. Functional analyses of EAC-derived mutations in ELMO1 identifies increased cellular invasion. …”
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Shedding light on the enigmatic extinct insect order Glosselytrodea: new diversity and key morphological insights into non‐tegmenized Permian forms by Perez-De-La Fuente, R, Nel, A, Poschmann, MJ

“…A new, complete P. villosa specimen from Elmo preserves body structures hitherto not reported among glosselytrodeans, including complex pretarsal claws and detailed male genitalia. …”

Quantitative Prediction of Power Loss for Damaged Photovoltaic Modules Using Electroluminescence by Timo Kropp, Markus Schubert, Jürgen H. Werner

“…In addition to yielding series resistance mapping, our new ELMO method was also capable of yielding parallel resistance mapping. …”
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Human–Machine Multi-Turn Language Dialogue Interaction Based on Deep Learning by Xianxin Ke, Ping Hu, Chenghao Yang, Renbao Zhang

“…Therefore, we propose a BERT-based fusion encoder ProBERT-To-GUR (PBTG) and an enhanced ELMO model 3-ELMO-Attention-GRU (3EAG). The two models mainly enhance the contextual information extraction capability of multi-turn dialogue. …”
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Beyond Word-Based Model Embeddings: Contextualized Representations for Enhanced Social Media Spam Detection by Sawsan Alshattnawi, Amani Shatnawi, Anas M.R. AlSobeh, Aws A. Magableh

“…Contextualized embeddings like BERT and ELMo consistently outperform their noncontextualized counterparts. …”
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Microbial potential for carbon and nutrient cycling in a geogenic supercritical carbon dioxide reservoir by Tan, BoonFei, Freedman, Adam Joshua Ehrich, Thompson, Janelle Renee

“…We sampled subsurface fluids from scCO₂-water separators at a natural scCO₂ reservoir at McElmo Dome, Colorado for analysis of 16S rRNA gene diversity and metagenome content. …”
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Recontacting biobank participants to collect lifestyle, behavioural and cognitive information via online questionnaires: lessons from a pilot study within FinnGen by Oskari Heikinheimo, Athena Matakidou, Jaakko Kaprio, Ying Wu, Kai Kaarniranta, Peeter Karihtala, Wei Zhou, Caroline Fox, Sarah Smith, Apinya Lertratanakul, Katri Kaukinen, Johannes Kettunen, Eeva Sliz, Markus Perola, Veikko Salomaa, Hilkka Soininen, Ilkka Kalliala, Mika Kähönen, Hao Chen, Andrey Loboda, Laure Morin-Papunen, Terhi Piltonen, Anders Mälarstig, Jason Miller, Jussi Hernesniemi, Henrike Heyne, Sirkku Peltonen, Daniel Gordin, Masahiro Kanai, Benjamin Challis, Juha Sinisalo, David Rice, Fredrik Åberg, Aarno Palotie, Samuli Ripatti, Oili Kaipiainen-Seppänen, Aki Havulinna, Satu Strausz, Tuomo Kiiskinen, Sanni Ruotsalainen, Jukka Koskela, Tuula Palotie, Mark Daly, Howard Jacob, Heiko Runz, Sally John, Robert Plenge, Mark McCarthy, Julie Hunkapiller, Dawn Waterworth, Petri Virolainen, Terhi Kilpi, Jukka Partanen, Anne Pitkäranta, Veli-Matti Kosma, Outi Tuovila, Raimo Pakkanen, Shameek Biswas, Xinli Hu, Johanna Schleutker, Mikko Arvas, Olli Carpen, Reetta Hinttala, Arto Mannermaa, Valtteri Julkunen, Anne Remes, Reetta Kälviäinen, Mikko Hiltunen, Jukka Peltola, Pentti Tienari, Juha Rinne, Adam Ziemann, Jeffrey Waring, Nizar Smaoui, Anne Lehtonen, Susan Eaton, Sanni Lahdenperä, Natalie Bowers, Edmond Teng, Fanli Xu, David Pulford, Martti Färkkilä, Sampsa Pikkarainen, Airi Jussila, Timo Blomster, Mikko Kiviniemi, Markku Voutilainen, Fedik Rahimov, Joseph Maranville, Tim Lu, Kirsi Kalpala, Melissa Miller, Linda McCarthy, Kari Eklund, Antti Palomäki, Pia Isomäki, Laura Pirilä, Johanna Huhtakangas, Marla Hochfeld, Nan Bing, Jorge Esparza Gordillo, Nina Mars, Tarja Laitinen, Margit Pelkonen, Paula Kauppi, Hannu Kankaanranta, Terttu Harju, Hubert Chen, Teemu Niiranen, Kaj Metsärinne, Marja-Riitta Taskinen, Tiinamaija Tuomi, Jari Laukkanen, Audrey Chu, Jaakko Parkkinen, Heikki Joensuu, Tuomo Meretoja, Lauri Aaltonen, Annika Auranen, Päivi Auvinen, Klaus Elenius, Relja Popovic, Jennifer Schutzman, Heli Lehtonen, Stefan McDonough, Diptee Kulkarni, Terhi Ollila, Hannu Uusitalo, Erich Strauss, Kaisa Tasanen, Laura Huilaja, Katariina Hannula-Jouppi, Teea Salmi, Leena Koulu, David Choy, Anu Jalanko, Risto Kajanne, Mari Kaunisto, Chia-Yen Chen, Robert Yang, Kirsi Auro, Clement Chatelain, Mitja Kurki, Juha Karjalainen, Kimmo Palin, Priit Palta, Susanna Lemmelä, Manuel Rivas, Arto Lehisto, Andrea Ganna, Vincent Llorens, Kati Kristiansson, Kati Hyvärinen, Jarmo Ritari, Katri Pylkäs, Minna Karjalainen, Tuomo Mantere, Eeva Kangasniemi, Sami Heikkinen, Eija Laakkonen, Anu Loukola, Päivi Laiho, Tuuli Sistonen, Essi Kaiharju, Markku Laukkanen, Elina Järvensivu, Sini Lähteenmäki, Lotta Männikkö, Regis Wong, Hannele Mattsson, Kati Donner, Kalle Pärn, Elina Kilpeläinen, Hannele Laivuori, Harri Siirtola, Lila Kallio, Sirpa Soini, Teijo Kuopio, Ioanna Tachmazidou, Katja Kivinen, Pekka Nieminen, Adam Platt, Sanna Toppila-Salmi, Antti Mäkitie, Elmo Saarentaus, Kristiina Aittomäki, Elisabeth Widen, Marja Vääräsmäki, Erkki Isometsä, Jari Lahti, Laura Addis, Taneli Raivio, Mart Kals, Majd Mouded, Hanna Ollila, Vuokko Anttonen, Robert Graham, Amanda Elliott, Ali Abbasi, Bridget Riley-Gills, Dirk Paul, Katherine Klinger, Deepak Raipal, Antti Hakanen, Raisa Serpi, Johanna Mäkelä, Mengzhen Liu, Neha Raghavan, Adriana Huertas-Vazquez, Nicole Renaud, Roosa Kallionpää, John Eicher, Minna Raivio, Juulia Partanen, Riitta Lahesmaa, Glenda Lassi, Joanna Betts, Rajashree Mishra, Felix Vaura, Joel Rämö, Mary Pat Reeve, Johanna Mattson, Sauli Vuoti, Esa Pitkänen, Joni A Turunen, Stephanie Loomis, Pirkko Pussinen, Aino Salminen, Tuula Salo, Ulla Palotie, Maria Siponen, Liisa Suominen, Päivi Mäntylä, Ulvi Gursoy, Kirsi Sipilä, Venla Kurra, Laura Kotaniemi-Talonen, Outi Uimari, Taru Tukiainen, Niko Välimäki, Janet Kumar, Juha Mehtonen, Shabbeer Hassan, Pietro Della Briotta Parolo, Mutaamba Maasha, Javier Garcia-Tabuenca, Jiwoo Lee, Kristin Tsuo, Nina Pitkänen, Eero Punkka, Huei-Yi Shen, Mervi Aavikko, L. Elisa Lahtela, Timo P. Sipilä, Awaisa Ghazal, Sami Koskelainen, Teemu Paajanen, Shuang Luo, Tiina Luukkaala, Iida Vähätalo, Tero Jyrhämä, Marco Hautalahti, Tom Southerington, Jaana Suvisaari, Zhihao Ding, Qingqin S Li, Amy Hart, Rodosthenis S Rodosthenous, Mari E K Niemi, Merja Perala, Perttu Terho, Theresa Knopp, Enni M Makkonen, Paula Nurmi, Pauli Wihuri, Corianna Moffatt, Paolo Martini, Laura Germine, Viola A Makela, Oona A Karhunen, Tero S Hiekkalinna, Alessandro Porello, Anastasia Kytölä, Antti Aarnisalo, Aoxing Liu, Argyro Bizaki-Vallaskangas, Auli Toivola, Debby Ngo, Dermot Reilly, Ekaterina Khramtsova, Elisa Rahikkala, Eric Green, Eveliina Salminen, Fabiana Farias, George Okafo, Heidi Silven, Heli Salminen-Mankonen, Henna Palin, Iiris Hovatta, Jaakko Tyrmi, Jae-Hoon Sul, Jenni Aittokallio, Jyrki Pitkänen, Karen He, Katriina Aalto-Setälä, Maarit Niinimäki, Malla-Maria Linna, Marc Jung, Margaret G. Ehm, Marianna Niemi, Meijian Guan, Mike Mendelson, Minna Brunfeldt, Natalia Pujol, Nathan Lawless, Oluwaseun Alexander Dada, Rigbe Weldatsadik, Riikka Arffman, Rion Pendergrass, Sahar Mozaffari, Samuel Lessard, Sanna Siltanen, Shanmukha Sampath Padmanabhuni, Simonne Longerich, Susanna Savukoski, Thomas Damm Als, Timo Hiltunen, Tomi P. Mäkelä, Triin Laisk, Tytti Willberg, Varpu Jokimaa

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Short Answer Detection for Open Questions: A Sequence Labeling Approach with Deep Learning Models by Samuel González-López, Zeltzyn Guadalupe Montes-Rosales, Adrián Pastor López-Monroy, Aurelio López-López, Jesús Miguel García-Gorrostieta

“…The results of the F-measure for detection of the answers to the three questions indicate that the BERT-BETO and CS-ELMo architecture obtained the best effectivity. …”
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Contradiction in text review and apps rating: prediction using textual features and transfer learning by Turki Aljrees, Muhammad Umer, Oumaima Saidani, Latifah Almuqren, Abid Ishaq, Shtwai Alsubai, Ala’ Abdulmajid Eshmawi, Imran Ashraf

“…A transfer learning-based model ELMo is proposed for this purpose which is based on the word vector feature representation technique. …”
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Role of cytoskeleton-related proteins in the acrosome reaction of Eriocheir sinensis spermatozoa by Yulian Tang, Lishuang Sun, Shu Li, Huiting Liu, Lvjing Luo, Zhengyu Chen, Genliang Li

“…In the PPI networks, RAC1, BCAR1, RDX, NCKAP1, EPS8, CDC42BPA, LIMK1, ELMO2, GNAI1 and OCRL were identified as hub proteins. …”
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SOME THEORETICAL MODELS EXPLAINING ADVERTISING EFFECTS by Vasilica Magdalena SOMEŞFĂLEAN

“…Since the late nineteenth - early twentieth century, the american E.St.Elmo Lewis, considered a pioneer in advertising and sales, developed the first theory, AIDA model, later used by marketers and advertisers to develop a marketing communications strategy. …”
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Dedica di Ierone di Siracusa a Olimpia by Chies, Enrico

“… L’iscrizione, incisa su un elmo etrusco di bronzo conservato presso il British Museum, fu rinvenuta nel 1817 tra le rovine di Olimpia. …”
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Note preliminari sull’Eracle del Museo d’Arte della Fondazione Luigi Rovati by Giovanna Bagnasco Gianni

“…L’insieme della fronte ampia, del mento pronunciato nel quale si inscrivono tratti del volto di dimensioni contenute e la leonté simile più a un elmo sembrano distaccare questa particolare apoteosi dalle altre finora note.   …”
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Slovene and Croatian word embeddings in terms of gender occupational analogies by Matej Ulčar, Anka Supej, Marko Robnik-Šikonja, Senja Pollak

“…We compiled a list of masculine and feminine nouns for occupations in Slovene and evaluated the gender bias of fastText, word2vec and ELMo embeddings with different configurations and different approaches to analogy calculations. …”
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Corpus-Based Paraphrase Detection Experiments and Review by Tedo Vrbanec, Ana Meštrović

“…We report the results of eight models (LSI, TF-IDF, Word2Vec, Doc2Vec, GloVe, FastText, ELMO, and USE) evaluated on three different public available corpora: Microsoft Research Paraphrase Corpus, Clough and Stevenson and Webis Crowd Paraphrase Corpus 2011. …”
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Iscrizione su schiniere da Montagna di Marzo by Fariello, Francesca

“… Su uno schiniere in bronzo, che fa parte di una coppia conservata presso le Staatliche Antikensammlungen di Monaco di Baviera, insieme a un elmo e a una punta di lancia, è inciso il nome del loro possessore, precisamente all’altezza del ginocchio. …”
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