Masked prompt learning with one-term masking exhibits the best out-of-distribution generalization on sentence analogies, with a difference of only 3 characters ...

Masked prompt learning with one-term masking exhibits the best out-of-distribution generalization on sentence analogies, with a difference of only 3 characters ...

Masked prompt learning with one-term masking has the best generalization capability. Wang and Lepage (Waseda U.) IARML@IJCAI-ECAI 2022. 16/24 ...

This paper reformulates the analogy task as masked analogy completion task with the use of prompting to derive a generative model for analogies beyond words ...

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Masked Prompt Learning for Formal Analogies beyond Words. L. Wang, and Y. Lepage. IARML@IJCAI, volume 3174 of CEUR Workshop Proceedings, page 1-14.

Vol-3174/xpreface⫷Vol-3174/paper1⫸Vol-3174/paper2. Liyan Wang Yves Lepage. Masked Prompt Learning for Formal Analogies beyond Words.

Masked Prompt Learning for Formal Analogies beyond Words. L Wang, Y Lepage ... Learning from masked analogies between sentences at multiple levels of formality.

In this paper, we reformulate the analogy task as masked analogy completion task with the use of prompting to derive a generative model for analogies beyond ...

Dec 26, 2023 · This paper explores the inference of sentence analogies not restricted to the formal level. We introduce MaskPrompt, a prompt-based method that addresses the ...