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Benchmarks
Table-to-text generation on WIKIBIO (test)
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44.89
BLEU-4
Field-gating Seq2seq + dual attention
0.5028
12.0264
23.55
35.0736
Nov 27, 2017
BLEU-4
ROUGE-4
Updated 4d ago
Evaluation Results
Method
Method
Links
BLEU-4
ROUGE-4
Field-gating Seq2seq + dual attention
Architecture=structure...
2017.11
44.89
41.21
Field-gating Seq2seq + dual attention (beam search)
Architecture=structure...
2017.11
44.71
41.65
Field-gating Seq2seq
Architecture=structure...
2017.11
43.74
40.53
Seq2seq + field + pos (concate)
Input features=field a...
2017.11
43.65
40.32
Seq2seq + field (concate)
Input features=field (...
2017.11
43.34
39.84
Seq2seq
Attention=word level a...
2017.11
42.06
38.06
Table NLM
Method type=statistica...
2017.11
34.7
25.8
Template KN
Method type=statistica...
2017.11
19.8
10.7
NLM
Method type=statistica...
2017.11
4.17
1.48
KN
Method type=statistica...
2017.11
2.21
0.38
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