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Evaluation and Optimisation of Incremental Processors
Our Notion of Incremental Processing
Previous Work
Our Notion of Incremental Processing
Incremental Processors
Representing Incremental Data
Evaluating Incremental Processors
Two Types of Gold Standards for Evaluation
Evaluation with Incremental Gold Standards
Evaluation with non-incremental Gold Standards
Metrics for Evaluation of Incremental Processors
Similarity Metrics
Timing Metrics
Diachronic Metrics
Interrelations between Metrics
Summary of Metrics
Example Evaluations
Evaluation of Incremental ASR
Capturing the Performance of Incremental Speech Recognisers
Stability of the Incremental Measures
Evaluation of Incremental Reference Resolution
Evaluation of Incremental Semantics Construction
Evaluation with Ideal Input
Evaluation with ASR Output
Evaluation with Incremental ASR N-Best Results
Optimising the Output of Incremental Processors
Right Context
Hypothesis Smoothing
Optimising for Beat-Driven Systems
Conclusions and Future Work
Journal Article
Evaluation and Optimisation of Incremental Processors
Place and Date of Creation
2011
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