Výsledky vyhledávání - "NATURAL language processing"

Representation Learning for Natural Language Processing Autor Liu, Zhiyuan, Lin, Yankai, Sun, Maosong

“…This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language…”
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A Survey of the Usages of Deep Learning for Natural Language Processing Autor Otter, Daniel W., Medina, Julian R., Kalita, Jugal K.

“…Over the last several years, the field of natural language processing has been propelled forward by an explosion in the use of deep learning models. This…”
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A survey of word embeddings for clinical text Autor Khattak, Faiza Khan, Jeblee, Serena, Pou-Prom, Chloé, Abdalla, Mohamed, Meaney, Christopher, Rudzicz, Frank

“…[Display omitted] •We survey methods of representing clinical text using neural networks.•We provide a “how-to” guide for training these representations on…”
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ChatGPT: A revolutionary tool for teaching and learning mathematics Autor Wardat, Yousef, Tashtoush, Mohammad A., AlAli, Rommel, Jarrah, Adeeb M.

“…This study aims to examine the perspectives of various stakeholders, such as students and educators, on the use of artificial intelligence in teaching…”
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Fake News Classification using transformer based enhanced LSTM and BERT Autor Rai, Nishant, Kumar, Deepika, Kaushik, Naman, Raj, Chandan, Ali, Ahad

“…•Fake News has been a concern all over the world and social media has only amplified this phenomenon and it has been affecting the world on a large scale as…”
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Attention in Natural Language Processing Autor Galassi, Andrea, Lippi, Marco, Torroni, Paolo

“…Attention is an increasingly popular mechanism used in a wide range of neural architectures. The mechanism itself has been realized in a variety of formats…”
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Code to Comment "Translation": Data, Metrics, Baselining & Evaluation Autor Gros, David, Sezhiyan, Hariharan, Devanbu, Prem, Yu, Zhou

“…The relationship of comments to code, and in particular, the task of generating useful comments given the code, has long been of interest. The earliest…”
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Comparing BERT Against Traditional Machine Learning Models in Text Classification Autor Garrido-Merchan, Eduardo C., Gozalo-Brizuela, Roberto, Gonzalez-Carvajal, Santiago

“…The BERT model has arisen as a popular state-of-the-art model in recent years. It is able to cope with NLP tasks such as supervised text classification without…”
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A Hybrid CNN-LSTM Model for Improving Accuracy of Movie Reviews Sentiment Analysis Autor Rehman, Anwar Ur, Malik, Ahmad Kamran, Raza, Basit, Ali, Waqar

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ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope Autor Ray, Partha Pratim

“…In recent years, artificial intelligence (AI) and machine learning have been transforming the landscape of scientific research. Out of which, the chatbot…”
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Capturing the Patient’s Perspective: a Review of Advances in Natural Language Processing of Health-Related Text Autor Gonzalez-Hernandez, G., Sarker, A., O’Connor, K., Savova, G.

“…Summary Background: Natural Language Processing (NLP) methods are increasingly being utilized to mine knowledge from unstructured health-related texts. Recent…”
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NLP-assisted software testing: A systematic mapping of the literature Autor Garousi, Vahid, Bauer, Sara, Felderer, Michael

“…To reduce manual effort of extracting test cases from natural-language requirements, many approaches based on Natural Language Processing (NLP) have been…”
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LMF: lexical markup framework Autor Francopoulo, Gil

“…The community responsible for developing lexicons for Natural Language Processing (NLP) and Machine Readable Dictionaries (MRDs) started their ISO…”
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A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges Autor Raiaan, Mohaimenul Azam Khan, Mukta, Md. Saddam Hossain, Fatema, Kaniz, Fahad, Nur Mohammad, Sakib, Sadman, Mim, Most. Marufatul Jannat, Ahmad, Jubaer, Ali, Mohammed Eunus, Azam, Sami

“…Large Language Models (LLMs) recently demonstrated extraordinary capability, including natural language processing (NLP), language translation, text…”
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OWL2Vec: embedding of OWL ontologies Autor Chen, Jiaoyan, Hu, Pan, Jimenez-Ruiz, Ernesto, Holter, Ole Magnus, Antonyrajah, Denvar, Horrocks, Ian

“…Semantic embedding of knowledge graphs has been widely studied and used for prediction and statistical analysis tasks across various domains such as Natural…”
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Resources and benchmark corpora for hate speech detection: a systematic review Autor Poletto, Fabio, Basile, Valerio, Sanguinetti, Manuela, Bosco, Cristina, Patti, Viviana

“…Hate Speech in social media is a complex phenomenon, whose detection has recently gained significant traction in the Natural Language Processing community, as…”
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Natural Language Processing und seine Anwendung in der Psychotherapie (#141) Autor Dônnhoff, Ivo

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Zusammenhang von Sprache mit Veränderung in der psychischen Struktur in der Psychotherapie: Eine Exploration mittels Natural Language Processing (#143) Autor Xiong, David

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Detecting formal thought disorder by deep contextualized word representations Autor Sarzynska-Wawer, Justyna, Wawer, Aleksander, Pawlak, Aleksandra, Szymanowska, Julia, Stefaniak, Izabela, Jarkiewicz, Michal, Okruszek, Lukasz

“…•NLP algorithm can detect features of formal thought disorder (FTD).•Deep contextual word representations may be used to improve detection of the FTD.•NLP…”
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RoFormer: Enhanced transformer with Rotary Position Embedding Autor Su, Jianlin, Ahmed, Murtadha, Lu, Yu, Pan, Shengfeng, Bo, Wen, Liu, Yunfeng

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