capreolus.benchmark.robust04
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Module Contents¶
Classes¶
Robust04 |
Robust04 benchmark using the title folds from Huston and Croft. [1] Each of these is used as the test set. |
Robust04Yang19 |
Robust04 benchmark using the folds from Yang et al. [1] |
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class
capreolus.benchmark.robust04.
Robust04
(config=None, provide=None, share_dependency_objects=False, build=True)[source]¶ Bases:
capreolus.benchmark.Benchmark
Robust04 benchmark using the title folds from Huston and Croft. [1] Each of these is used as the test set. Given the remaining four folds, we split them into the same train and dev sets used in recent work. [2]
[1] Samuel Huston and W. Bruce Croft. 2014. Parameters learned in the comparison of retrieval models using term dependencies. Technical Report.
[2] Sean MacAvaney, Andrew Yates, Arman Cohan, Nazli Goharian. 2019. CEDR: Contextualized Embeddings for Document Ranking. SIGIR 2019.
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class
capreolus.benchmark.robust04.
Robust04Yang19
(config=None, provide=None, share_dependency_objects=False, build=True)[source]¶ Bases:
capreolus.benchmark.Benchmark
Robust04 benchmark using the folds from Yang et al. [1]
[1] Wei Yang, Kuang Lu, Peilin Yang, and Jimmy Lin. 2019. Critically Examining the “Neural Hype”: Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking Models. SIGIR 2019.