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Natural language processing

Identification of hand-foot syndrome from cancer patients’ blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms

Satoshi Nishioka, Tomomi Watanabe, Masaki Asano, Tatsunori Yamamoto, Kazuyoshi Kawakami, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori

published 04 May 2022

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SensiMix: Sensitivity-Aware 8-bit index & 1-bit value mixed precision quantization for BERT compression

Tairen Piao, Ikhyun Cho, U. Kang

published 18 Apr 2022

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E-scooter related injuries: Using natural language processing to rapidly search 36 million medical notes

Kimon L. H. Ioannides, Pin-Chieh Wang, Kamran Kowsari, Vu Vu, Noah Kojima, Dayna Clayton, Charles Liu, Tarak K. Trivedi, David L. Schriger, Joann G. Elmore

published 06 Apr 2022

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Prediction of clinical trial enrollment rates

Cameron Bieganek, Constantin Aliferis, Sisi Ma

published 24 Feb 2022

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Pea-KD: Parameter-efficient and accurate Knowledge Distillation on BERT

Ikhyun Cho, U Kang

published 18 Feb 2022

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Framing South Asian politics: An analysis of Indian and Pakistani English print media discourses regarding Kartarpur corridor

Fasih Ahmed, Muhammad Mubeen, Muhammad Nawaz

published 17 Feb 2022

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Pre-training Model Based on Parallel Cross-Modality Fusion Layer

Xuewei Li, Dezhi Han, Chin-Chen Chang

published 03 Feb 2022

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Investor sentiment-aware prediction model for P2P lending indicators based on LSTM

Yanyan Cui, Lixin Liu

published 27 Jan 2022

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Peer review analyze: A novel benchmark resource for computational analysis of peer reviews

Tirthankar Ghosal, Sandeep Kumar, Prabhat Kumar Bharti, Asif Ekbal

published 27 Jan 2022

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ReportAGE: Automatically extracting the exact age of Twitter users based on self-reports in tweets

Ari Z. Klein, Arjun Magge, Graciela Gonzalez-Hernandez

published 25 Jan 2022

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PCAT-UNet: UNet-like network fused convolution and transformer for retinal vessel segmentation

Danny Chen, Wenzhong Yang, Liejun Wang, Sixiang Tan, Jiangzhaung Lin, Wenxiu Bu

published 24 Jan 2022

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A mutually-exclusive binary cross tagging framework for joint extraction of entities and relations

Xuan Liu, Wanru Du, Xiaoyin Wang, Ruiqun Li, Pengcheng Sun, Xiaochuan Jing

published 21 Jan 2022

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Attention based automated radiology report generation using CNN and LSTM

Mehreen Sirshar, Muhammad Faheem Khalil Paracha, Muhammad Usman Akram, Norah Saleh Alghamdi, Syeda Zainab Yousuf Zaidi, Tatheer Fatima

published 06 Jan 2022

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