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Consolidating Textual Information
Prof Ido Dagan, Bar Ilan University, Iseral
Consolidation information motivation:
- redundancy
- scattered information
Framework
input texts -> natural knowledge representation ->
structured knowledge graphs/ontology
Open IE
QA-SRL
coreference
Summary
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Syncretizing Strcutured and Learned Representation
By Noah A. Smith
NL semantics: two operationalizations
- Dependencies
- Spans
Linguistic Strcuture Prediction
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Towards Content-based Essay Scoring
Vincent Ng
Holistic scoring
corpora:
- Automated Student Assessment Prize
- TOEFL
Approaches
- Regression. classification, preference ranking
- Argument features
- prompt-independent features
- Neural models
Main idea: instead of a holistic score, split into many dimensions
- Persuasive argument scoring
