Question-answer reranking on WIKIANSWERS+REVERB (test)
73F1 ScoreEmbeddings+fine-tuning
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Embeddings+fine-tuningfine-tuning=true2014.04 | 73 | 73 | 73 | 42 | |
| Embeddings2014.04 | 68 | 68 | 68 | 37 | |
| Embeddings (incl. n-grams)n-grams inclusion=true2014.04 | 68 | 68 | 68 | 39 | |
| Embeddings (no paraphrase)paraphrase inclusion=false2014.04 | 60 | 60 | 60 | 34 | |
| Paralex2014.04 | 54 | 77 | 42 | 22 | |
| Paralex (No. 2-arg)Two-argument variant=Disabled2014.04 | 40 | 86 | 26 | 12 |