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WeChat dataset and benchmarks · SOTA2 Research

Research Datasets

WeChat

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fragment Retrieval

WeChat (test)

57.21Precision

29

WeChat (test)

1.898NLL

16

Joint Retrieval

English-translated WeChat (test)

59.07Precision

14

Image Retrieval

WeChat English-translated (test)

64.75Precision

14

Utterance Retrieval

WeChat English-translated (test)

64.18Precision

14

Dialogue Fragment Retrieval

WeChat real-domain (test)

60.53Fragment Order Consistency

10

WeChat

8.23P@10

8

Active Learning

WeChat (cold-start)

2.016NLL

5

Active Learning

WeChat (Full)

2.021NLL

5

Popular tasks

Recommendation Active Learning Image Retrieval Utterance Retrieval Joint Retrieval

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