Detecting Errors in Parsing of Speech Transcript primarily due to Active Linguistic Repair

Analyze Transcript of NPTEL Lectures

• Standard English Language tokenized text separated into sentences by newlines
• Six text files used for analysis: Course 101101058, Lectures 14 to 19
• Detect errors in Dependency Parse output by Spacy's parser
• Capture Instances of Active Linguistic Repair
• Find cases where Repair leads to a failed Parse

Refer to the Jupyter Notebook for a proper understanding of the Implementation

Refer to the full report for:

• Task Definition
• Comments on the Parser
• Explanation on Violating Conditions
• Analysis of Sentences from our Observation Set
• Linguistic Repair
• How occurence of Repair affects parse output
• Various Modules
• Algorithms Used
• Implementation Details
• Related Work

The Presentation Slides can be viewed here