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Text-to-Text Generation

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Presentation on theme: "Text-to-Text Generation"— Presentation transcript:

1 Text-to-Text Generation
Graesser, Rus, Stent, Walker, White

2 Input Text Semantic Representation
Attractive to the Question Answering Attractive to DUC community Attractive to the Coreference/Referring expression community Semantic Representation PropBank

3 Types of Tasks Text-to-text regeneration for multi-documents with some shared content SCUs or nuggets Single-text regeneration Question Generation and Answer Regeneration Topic Sentence - Paragraph Regeneration / Sentence Reordering

4 Aim of The Shared Task Scientifically and Linguistically interesting issues Lexical choice Sentence planning Aggregation Content and constituent ordering and columns Interested Communities/Broader Impacts Language Generation community Question Answering community Summarization community Discourse processing Educational Community

5 Evaluation Manual Task-based evaluation Independent judges
Judges being participants Task-based evaluation

6 Resources DUC data (with SCUs) QA TREC Question-Answer pairs
ITS data from AutoTutor PropBank ICLE ISLE

7 Thank You!


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