May 28, 2023 · Correspondingly, we propose a plug-and-play injection method map-tuning, which trains a mapping of knowledge embeddings to enrich model inputs ...
Correspondingly, we propose a plug-and-play injection method map-tuning, which trains a mapping of knowledge embeddings to enrich model inputs with mapped ...
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Jun 5, 2022 · Toward flexible knowledge injection, we explore a new paradigm, plug-and-play knowledge injection, which decouples models from knowledge bases.
An effective and efficient toolkit of plug-and-play knowledge injection for pre-trained language models. Knowledge-Plugin is general for all kinds of knowledge ...
This work is the first to study how to improve the flexibility and efficiency of knowledge injection by reusing existing downstream models, and proposes a ...
Nov 23, 2023 · Correspondingly, we propose a plug-and-play injection method map-tuning, which trains a mapping of knowledge embeddings to enrich model inputs ...
Plug-and-Play Knowledge Injection for Pre-trained Language Models. Anonymous ACL submission. Abstract. Injecting external knowledge can improve the. 001.
Recently, there has been a growing trend of utilizing plug-and-play knowledge injection to enhance the zero-shot performance of LMs, which is achieved through ...
Dec 4, 2023 · The first is general plug-and-play knowledge injection, aim- ing to inject knowledge into all downstream models. (trained from a particular PLM) ...
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