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Natural language processing

A transition-based neural framework for Chinese information extraction

Wenzhi Huang, Junchi Zhang, Donghong Ji

Per-service supervised learning for identifying desired WoT apps from user requests in natural language

Young Yoon

An evaluation of multi-probe locality sensitive hashing for computing similarities over web-scale query logs

Graham Cormode, Anirban Dasgupta, Amit Goyal, Chi Hoon Lee

Unsupervised cross-lingual model transfer for named entity recognition with contextualized word representations

Huijiong Yan, Tao Qian, Liang Xie, Shanguang Chen

Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Samuele Fiorini, Farshid Hajati, Annalisa Barla, Federico Girosi

Learning about phraseology from corpora: A linguistically motivated approach for Multiword Expression identification

Uxoa Inurrieta, Itziar Aduriz, [ ... ], Kepa Sarasola

Text classification algorithm of tourist attractions subcategories with modified TF-IDF and Word2Vec

Lu Xiao, Qiaoxing Li, [ ... ], Danyang Li

Language-based EMA assessments help understand problematic alcohol consumption

August Håkan Nilsson, Hansen Andrew Schwartz, [ ... ], Lyle Ungar

Low-resource MobileBERT for emotion recognition in imbalanced text datasets mitigating challenges with limited resources

Muhammad Hussain, Caikou Chen, [ ... ], M. Usman Ashraf

Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review

Mohsen Askar, Masoud Tafavvoghi, [ ... ], Kristian Svendsen

Predicting 30-day hospital readmissions using ClinicalT5 with structured and unstructured electronic health records

Sanjib Raj Pandey, Joy Dooshima Tile, Mahdi Maktab Dar Oghaz

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

Ricky K. Taira, Anders O. Garlid, William Speier

Analysing similarities between legal court documents using natural language processing approaches based on transformers

Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento

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