Academic Articles & Research Papers
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Learner corpora and natural language processing
https://doi.org/10.1017/cbo9781139649414.024
Neural Network Methods for Natural Language Processing
Deep learning has attracted dramatic attention in recent years, both in academia and industry. The popular term deep learning generally refers to neural network methods. Indeed, many core ideas and methods were born years ago in the era of ...
https://doi.org/10.1162/coli_r_00312
Forecasting student achievement in MOOCs with natural language processing
Student intention and motivation are among the strongest predictors of persistence and completion in Massive Open Online Courses (MOOCs), but these factors are typically measured through fixed-response items that constrain student expressio...
https://doi.org/10.1145/2883851.2883932
Handbook of Natural Language Processing and Machine Translation
https://doi.org/10.1007/978-1-4419-7713-7
Using natural language processing to understand people and culture.
Language can provide important insights into people, and culture more generally. Further, the digitization of information has made more and more textual data available. But by itself, all that data are just that: data. Realizing its potenti...
https://doi.org/10.1037/amp0000882
Natural Language Processing
https://doi.org/10.1007/978-3-031-45256-7_6
Lexical knowledge representation and natural language processing
https://doi.org/10.1016/0004-3702(93)90017-6
Application of natural language processing in HAZOP reports
https://doi.org/10.1016/j.psep.2021.09.001
Natural Language Processing for EHR-Based Pharmacovigilance: A Structured Review
https://doi.org/10.1007/s40264-017-0558-6
Special Issue: Finite State Methods in Natural Language Processing
Finite state methods have been in common use in various areas of natural language processing (NLP) for many years. A series of specialized workshops in this area illustrates this. In 1996, András Kornai organized a very successful workshop...
Natural Language Processing
Any book on operationalizing Artificial Intelligence today cannot ignore growth in Natural Language Processing (NLP), with market size projected to be $43b in 2025. Ostensibly the branch of AI concerned with programming computers to underst...
https://doi.org/10.1007/978-1-4842-8817-7_10
Challenges in Arabic Natural Language Processing
https://doi.org/10.1142/9789813229396_0003
Suicide Note Classification Using Natural Language Processing: A Content Analysis
Suicide is the second leading cause of death among 25-34 year olds and the third leading cause of death among 15-25 year olds in the United States. In the Emergency Department, where suicidal patients often present, estimating the risk of r...
https://doi.org/10.4137/bii.s4706
PMC: 3107011
Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for NLP. It also benefit related domains such as machine learning, social network analysis, semantic Web, infor...
https://doi.org/10.1007/978-981-15-5573-2
Advances in Natural Language Processing
Natural Language Processing
In the modern age of information and analytics, natural language processing (NLP) is one of the most important technologies out there. Making sense of complex structures in language and deriving insights and actions from it are crucial from...
https://doi.org/10.1007/978-1-4842-8931-0_4
Natural Language Processing for Industry
https://doi.org/10.1007/s00287-018-1094-1
Natural Language Processing
https://doi.org/10.1007/978-3-031-04420-5_9