[引用][C] Isolating Natural Problem Environments in Unconstrained Natural Language Processing: Corruption and Skew

C Wong - Transactions on Machine Learning and Artificial …, 2017

[引用][C] Approaches to scalable, sustainable, and ethical natural language processing research in the face of rapid development

A Richardson - 2024 - espace.library.uq.edu.au
This thesis aims to address major concerns created by the rapid pace of development in
natural language processing (NLP). Developments to state-of-the-art in NLP have been …

[引用][C] Natural language processing: understanding its future

R Wohleb - PC AI, 2001 - dl.acm.org
Natural language processing: understanding its future: PC AI: Vol 15, No 6 skip to main content
ACM Digital Library home ACM home Google, Inc. (search) Advanced Search Browse About …

Assessing Natural Language Processing

Y Graham - 2021 - oecd-ilibrary.org
This chapter details evaluation techniques in Natural Language Processing, a challenging
sub-discipline of artificial intelligence (AI). It highlights proven methods to provide both fair …

[图书][B] Applications of Machine Learning in Dynamic Settings: From Computational Neuroscience to Natural Language Processing

S Brandl - 2021 - search.proquest.com
The field of machine learning is deeply intertwined with the dynamics that determine
technical progress in our lives. It benefits invaluably from the increasing amount of available …

[图书][B] Natural language processing fundamentals: build intelligent applications that can interpret the human language to deliver impactful results

S Ghosh, D Gunning - 2019 - books.google.com
Use Python and NLTK (Natural Language Toolkit) to build out your own text classifiers and
solve common NLP problems. Key FeaturesAssimilate key NLP concepts and terminologies …

A Holistic Exploration of Natural Language Processing: Challenges, Milestones, and Research Frontiers

D Chhabra, N Manchanda… - … , Security and Artificial …, 2023 - ieeexplore.ieee.org
Natural Language Processing (NLP) is a rapidly evolving field with diverse applications,
from chatbots to translation services. This survey offers a comprehensive exploration of NLP …

Principles and Interactive Tools for Evaluating and Improving the Behavior of Natural Language Processing models

T Wu - Extended Abstracts of the 2021 CHI Conference on …, 2021 - dl.acm.org
While the accuracy of Natural Language Processing (NLP) models has been going up,
users have more expectations than captured by just accuracy. Despite practitioners' attempt …

[PDF][PDF] Towards Efficient and Reproducible Natural Language Processing

J Dodge - 2020 - lti.cmu.edu
Machine learning has reported remarkable progress on a broad range of tasks, including
machine translation, object recognition, and game playing (Shoham et al., 2018). Much of …

[图书][B] Theoretical issues in natural language processing

Y Wilks - 2018 - taylorfrancis.com
Accompanying continued industrial production and sales of artificial intelligence and expert
systems is the risk that difficult and resistant theoretical problems and issues will be ignored …