Index Catalog // Arch : Northwestern University Institutional Repository

Start Over

Filtering by: Keyword language modeling Resource type Dissertation

1 - 2 of 2

List Gallery Masonry Slideshow

Topics in Statistical Modeling for Unstructured Text Data with Application to Commonsense Inference

Description:

Commonsense inference is a critical capability of modern artificial intelligence (AI) systems. The machines need commonsense knowledge to perform tasks exactly like human being does. Learning commonsense inference from text has been a long standing challenge in the field of natural language processing due to reporting bias -- people do...

Keyword:

data augmentation, commonsense inference, statistical modeling in text data, NLP, deep learning, and language modeling

Subject:

Statistics and Computer science

Creator:

Yang, Yiben

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15163 and etdadmin_upload_750023
Inspecting and Directing Neural Language Models

Description:

The ability of a machine to synthesize textual output in a form of human language is a long-standing goal in a field of artificial intelligence and has wide-range of applications such as spell correction, speech recognition, machine translation, abstractive summarization, etc. The statistical approach to enable such ability mainly involves...

Keyword:

language generation, machine learning, natural language processing, deep learning, dictionary definitions, and language modeling

Subject:

Electrical and Computer Engineering

Creator:

Thanapon Noraset

Owner:

Scholarly Digital Publishing

Date Uploaded:

04/01/2019

Date Modified:

04/01/2019

Date Created:

2018-01-01

Resource Type:

Dissertation

LIBRARIES | ARCH

Limit your search

Type

Resource type

Creator

Keyword

Subject

Language

Topics in Statistical Modeling for Unstructured Text Data with Application to Commonsense Inference

Inspecting and Directing Neural Language Models

Limit your search

Search Constraints

Search Results