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Author:

Swaminathan, Ashwath Raghav

Title:

Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

Author:

Joshi, Deeksha

Title:

Transformer based semi-supervised learning for misinformation classification

Graduate Program:

Data Analytics (MS)

Keywords:

Machine learning
Transformers
NLP
Semi-supervised learning
Label Propagation
Label Spreading
DistillBERT
Misinformation Classification

File:

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Committee Members:

Raghu Sangwan, Program Head/Chair
Youakim Badr, Thesis Advisor/Co-Advisor
Adrian Sorin Barb, Committee Member