LSTM (lexical overlap + dist output)

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Question AnsweringonQASent
MAP· 2015-11-19
0.7228
best: 0.7339 (Attentive LSTM)
Neural Variational Inference for Text Processing arXiv:1511.06038
Question AnsweringonQASent
MRR· 2015-11-19
0.7986
best: 0.8117 (Attentive LSTM)
Neural Variational Inference for Text Processing arXiv:1511.06038
Question AnsweringonWikiQA
MAP· 2015-11-19
0.682
best: 0.927 (TANDA-DeBERTa-V3-Large + ALL)
Neural Variational Inference for Text Processing arXiv:1511.06038
Question AnsweringonWikiQA
MRR· 2015-11-19
0.6988
best: 0.939 (TANDA-DeBERTa-V3-Large + ALL)
Neural Variational Inference for Text Processing arXiv:1511.06038