A triple joint extraction method combining hybrid embedding and relational label embedding by Jianfeng DAI, Xingyu CHEN, Ligang DONG, Xian JIANG

“…The purpose of triple extraction is to obtain relationships between entities from unstructured text and apply them to downstream tasks.The embedding mechanism has a great impact on the performance of the triple extraction model, and the embedding vector should contain rich semantic information that is closely related to the relationship extraction task.In Chinese datasets, the information contained between words is very different, and in order to avoid the loss of semantic information problems generated by word separation errors, a triple joint extraction method combining hybrid embedding and relational label embedding (HEPA) was designed, and a hybrid embedding means that combines letter embedding and word embedding was proposed to reduce the errors generated by word separation errors.A relational embedding mechanism that fuses text and relational labels was added, and an attention mechanism was used to distinguish the relevance of entities in a sentence with different relational labels, thus improving the matching accuracy.The method of matching entities with pointer annotation was used, which improved the extraction effect on relational overlapping triples.Comparative experiments are conducted on the publicly available DuIE dataset, and the F1 value of HEPA is improved by 2.8% compared to the best performing baseline model (CasRel).…”
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“This Rude Chivalry of the Wilderness”: Chivalry and Native Americans in Cooper’s and Irving’s American Novels by Pauline Pilote

“…“In the four quarters of the globe, who reads an American book?” This oft-quoted sentence actually comes from a review written by Sidney Smith in January 1820 for the Edinburgh Review of Adam Seybert’s book, Statistical Annals of the United States of America. …”
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Из наблюдений над способами выражения отрицания в церковнославянском тексте русского извода by Zofia Szwed

“…On the other hand, the analysis of the negative structures preceding homogeneous parts of the sentence revealed the tendency, manifested on the leaves of the monument, to transform towards the norm of the contemporary Russian language.…”
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Translating French Drama for English Audiences: Adolphe Belot’s L’Article 47 by Barbara T. Cooper

“…So reads the opening sentence of the anonymous review published in The Saturday Review of Politics, Literature, Science and Art (Mar 3, 1877). …”
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Accessibility and Referential Choice: Personal Pronouns and D-pronouns in Written German by Yvonne Portele, Markus Bader

“…The corpus study is supplemented by a production experiment that required participants to continue a short text passage with a sentence starting with either a p-pronoun or a d-pronoun. …”
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Speculative Transitions: Hegel, John Huston’s Moby Dick and the Dissolve by Joshua Harold Wiebe

“…The speculative proposition is a sentence whose subject and predicate rest in uneasy relation to one another, and which is not a proposition of simple identity. …”
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THE TRANSLATION SHIFT AND ACCURACY ANALYSIS OF MUSEUM MACAN’S CAPTION by Deny Deny

“…It shows that the use of shift helps writer or translator adjusts word into appropriate sentence from source text to target text. …”
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Topique et focus discursifs locaux chez les enfants et les adultes hongrois by Gabriella Fekete

“…The local discourse topic determines the point of view and links information to context (Cornish, 2004), but it has no dedicated position in the sentence. This phenomenon leads to associations (foregrounded topic in clause-initial position) and dissociations (focus and topic are two different arguments) of topic-focus status in Hungarian texts. …”
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Comment et l’expression de la quantité en français québécois de tous les jours. Je me demande comment ça coûte, comment il y a de neige, ça fait comment de temps by Gaétane Dostie

“…This article investigates the quantitative use of COMMENT ‘how’ (comment-Q ‘how much’) in Quebec French, used in a sentence such as j’ai hâte de voir comment ça va coûter ‘I can’t wait to see how much it will cost’. …”
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The Shadow of Crime: Impact on Prison Experiences and Recidivism Tendency by Roza Süleymanoğlu

“…It was observed that the process of adaptation to prison differed according to the types of crimes, length of sentence and experiences. Prison experiences are not a reason for reoffending in themselves. …”
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“Can we do it Next Year?” The Impact of the Flipped Classroom Method on EFL Learning Performance by Simona Kontrimienė, Rasa Raudienė, Raminta Čečetienė

“…In addition, the FC group employed markedly more sophisticated vocabulary and sentence structure and made fewer grammar mistakes. …”
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O julgamento de adolescentes varejistas do tráfico de drogas no Brasil: uma análise de processos judiciais by Luzania Barreto Rodrigues, Paulo Cesar Pontes Fraga

“…El objetivo del artículo es analizar los procesos judiciales de tráfico de drogas, en Petrolina-PE (2011-2014) de adolescentes, basado en la revisión analítica de las instituciones y leyes históricamente orientadas hacia las minorías y la Theory of Sentencing. Se apreció el contenido social de las variables legales y extralegales, analizando el efecto acumulativo de los determinantes de las sentencias. …”
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Review of Negaresh and Virayesh by Yadollah Nasrollahi

“…The major errors and slips found in the first section (writing) of the work are: lack of introduction, section titles in sentence form, inconsistent paragraph organization, insertion and explanation of non-writing entries; research paper, reference, definition section. …”
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Exil pénal et circulations forcées dans l’Empire colonial français by Linda Amiri

“…The law of May 30,1854 on the execution of the sentence of hard labor turned French Guiana into an experimental territory for a penal, agricultural and colonial utopia. …”
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On tenses as speech-act-level functions by Patrick Caudal

“…To substantiate the above hypothesis, the paper first focuses on diachronic and synchronic evidence suggesting that the NIMPF does not contribute aspectual meaning at the sentence semantics-level – showing notably that it behaves like a ‘viewpoint neutral’ tense with respect to the verb it marks. …”
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Wkład Tomasza Cranmera w rozwój angielskiej reformacji by Wojciech Medwid

“…He was charged with treason, found guilty and sentenced to death.…”
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Deep Learning in Cybersecurity: A Hybrid BERT–LSTM Network for SQL Injection Attack Detection by Yixian Liu, Yupeng Dai

“…Leveraging the advanced contextual encoding capabilities of BERT and the sequential data processing ability of LSTM networks, the proposed model dynamically extracts word and sentence-level features, subsequently generating embedding vectors that effectively identify malicious SQL query patterns. …”
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L’Affaire Charles Lainé (1818), ou comment la police fabriquait un faux-monnayeur by Étienne Hofmann

“…Constant’s efforts, combined with those of the lawyer Odilon Barrot and the Director of Criminal Affairs and Pardons Legraverend, led to Lainé’s sentence being commuted to ten years’ imprisonment.…”
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Energy-Economic-Environmental Analysis of On-Grid Solar System for Electricity and Hydrogen Production at Homemade Scale: Effect of Different Shades by H. A. Raeisi, S. M. Sadeghzadeh

“…Thanks to the respected reviewer, the following sentence was added to the abstract. The analyses in HOMER V2.81 software used 20-year average data for a residential building in the city of Tehran obtained from the NASA website. …”
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Affect Detection from Text-Based Virtual Improvisation and Emotional Gesture Recognition by Li Zhang, Bryan Yap

“…The intelligent agent was able to perform sentence-level affect detection from user inputs with strong emotional indicators. …”
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