Index of papers in Proc. ACL 2012 that mention
  • gold-standard
Konstas, Ioannis and Lapata, Mirella
Problem Formulation
Here, w is the estimated text, W* the gold-standard text, h is the estimated latent configuration of the model and h+ the oracle latent configuration.
Problem Formulation
In other NLP tasks such as syntactic parsing, there is a gold-standard parse, that can be used as the oracle.
Results
They broadly convey similar meaning with the gold-standard ; ANGELI exhibits some long-range repetition, probably due to reiteration of the same record patterns.
Results
It is worth noting that both our system and ANGELI produce output that is semantically compatible with but lexically different from the gold-standard (compare please list the flights and show me the flights against give me the flights).
gold-standard is mentioned in 4 sentences in this paper.
Topics mentioned in this paper:
Vaswani, Ashish and Huang, Liang and Chiang, David
Conclusion
Even though we have used a small set of gold-standard alignments to tune our hyperparameters, we found that performance was fairly robust to variation in the hyperparameters, and translation performance was good even when gold-standard alignments were unavailable.
Experiments
We set the hyperparameters a and ,6 by tuning on gold-standard word alignments (to maximize F1) when possible.
Experiments
First, we evaluated alignment accuracy directly by comparing against gold-standard word alignments.
gold-standard is mentioned in 3 sentences in this paper.
Topics mentioned in this paper: