Instructional Knowledge Acquisition from WikiHow

Jan 4, 2022 Project, Research, Internship

Project part of Research Internship at Natural Language Processing Lab, Virginia Tech.

Duration: May 2021 - Present

Mentor: Prof. Lifu Huang, Dept. of Computer Science, Virginia Tech

Details

  • Preparing a benchmark dataset for Natural Language Understanding tasks which can be derived based on the WikiHow resources.
  • Designing Neural Baseline Models for this task using BERT, VisualBERT
  • Baseline 1: Modelled as binary classification problem for each set of task description and entities as input using pre-trained model BERT.
  • Baseline 2: Modelled as binary classification problem for each set of task text description, task images, task videos and entities as input using pre-trained SOTA models like VisualBERT.
  • Authoring a research paper as the lead author.
NLP Research
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Moksh Shukla
AI Scientist

Interested in Natural Language Processing and Machine Learning.