Many interpretation methods for neural models in natural language processing investigate how information is encoded inside hidden representations. However, these methods can only measure whether the information exists, not whether it is actually used by the model. We propose a methodology grounded in the...
Natural language processing (NLP) has shown potential as a promising tool to exploit under-utilized urban data sources. This paper presents a systematic review of urban studies published in peer-reviewed journals and conference proceedings that adopted NLP. The review suggests that the application of...
Research Paper: A General Natural-language Text Processor for Clinical Radiology OBJECTIVE\nDevelopment of a general natural-language processor that identifies clinical information in narrative reports and maps that information into a structured representation containing clinical terms.DESIGN\nThe natural-...
In this systematic review we examined 102 applications of Natural Language Processing (NLP) for Mental Health Interventions (MHI) to evaluate their potential for informing research and practice on challenges experienced in the mental healthcare system. NLP methods are uniquely positioned to enhance lang...
The paper received the Best Paper Award at ACL 2020, the leading conference in natural language processing. What are possible business applications? CheckList can be used to create more exhaustive testing for a variety of NLP tasks. Such comprehensive testing that helps in identifying many actionable...
Application of Natural Language Processing in Financial Risk Detection This paper explores the application of Natural Language Processing (NLP) in financial risk detection. By constructing an NLP-based financial risk detection... L Wang,Y Cheng,A Xiang,... 被引量: 0发表: 2024年 Financial Risk ...
There has been a growing effort to replace manual extraction of data from research papers with automated data extraction based on natural language processing, language models, and recently, large language models (LLMs). Although these methods enable effi
Comparing Language Processing Strategies in Native and Non-Native English Speakers Literature Research Paper Topics Analyzing Postmodern Themes in Contemporary American Fiction Exploring the Representation of Trauma in 20th-Century British Literature The Influence of Existential Philosophy on Modernist Literature ...
This paper discusses emerging opportunities for natural language processing (NLP) researchers in the development of educational applications for writing, reading and content knowledge acquisition. A brief historical perspective is provided, and existing and emerging technologies are described in the context ...
Proc. of Empirical Methods in Natural Language Processing (EMNLP) | July 2011 Best Paper Finalist 论文与出版物 Jigs and Lures: Associating Web Queries with Strongly-Typed Entities Patrick Pantel, Ariel Fuxman Proceedings of Association for Computational Linguistics – Human Language Technology ...