110 citations · 130 across the 9 of their papers we have counts for
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cs.CL2021★ 2 cited
Transferring Semantic Knowledge Into Language Encoders
Mohammad Umair, Francis Ferraro
We introduce semantic form mid-tuning, an approach for transferring semantic knowledge from semantic meaning representations into transformer-based language encoders. In mid-tuning…
cs.CL2021
Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment
Ashwinkumar Ganesan, Francis Ferraro, Tim Oates
We propose a Bi-Directional Manifold Alignment (BDMA) that learns a non-linear mapping between two manifolds by explicitly training it to be bijective. We demonstrate BDMA by train…