565 citations · 881 across the 17 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CL2018★ 230 cited
Improving Text-to-SQL Evaluation Methodology
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang +4
To be informative, an evaluation must measure how well systems generalize to realistic unseen data. We identify limitations of and propose improvements to current evaluations of te…
cs.CL2018★ 3 cited
Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity
Li Zhang, Steven R. Wilson, Rada Mihalcea
Sentence encoders, which produce sentence embeddings using neural networks, are typically evaluated by how well they transfer to downstream tasks. This includes semantic similarity…