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Table of Contents
Automatic Domain Adaptation for Parsing
Comments by : Loganathan
Objective
Comments
Some of the comments and doubts arised during the discussion
- It was asked how the data was collected, mainly due to the size of the data used in training.
- Training and testing were reported in the development set not on the parsing models.
- It was noted that the parser has been tested across various domains.
- Entroy feature was not clear.
- The idea was to successfully adapt to new domains than to achieve very good accuracy for a particular domain.
What do we like about the paper:
- The multiple source adaptation method can identify the factors which affect the parsing accuracy for texts from different domains.
- They successfully included methods for domain detection compared to previous works.
- Inclusion of self trained corpora helped avoiding data sparsity in small corporas.
What do we dislike about the paper:
- Results (just before section 7) could have been better explained.