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Filtering by: 2024-06-24 Keyword Artificial Intelligence Keyword Natural Language Processing

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Reasoning and Structured Explanations in Natural Language via Analogical and Neural Learning

Description:

Performing complex reasoning has been a long-standing challenge in artificial intelligence (AI).This thesis describes a class of AI systems designed to reason, extract knowledge, and answer questions on various domains such as process understanding, elementary science, and math word problems. Our approach differs from traditional logical reasoning systems since we...

Keyword:

Knowledge Extraction, Natural Language Processing, Artificial Intelligence, Explainable Artificial Intelligence, Question-answering, and Reasoning

Subject:

Computer science

Creator:

Neves Ribeiro, Danilo

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

08/23/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16640 and etdadmin_upload_997812
Analyzing the Role of Natural Language in Neural-Symbolic Models

Description:

The world is awash in data and much of artificial intelligence focuses on learning models of the underlying structure in this data or the mechanisms governing its evolution. Both neural and symbolic models have weaknesses that make these models sub-optimal from a use perspective. Much of this data is in...

Keyword:

Neural-Symbolic Models, Natural Language Processing, Artificial Intelligence, Neural Network Language Models, Finance Models, and Machine Learning

Subject:

Computer science

Creator:

Demeter, David

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_769746 and http://dissertations.umi.com/northwestern:15319

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