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Jivat Kaur

2 accepted papers

2022

CoSe-Co: Text Conditioned Generative CommonSense Contextualizer

NAACL 2022long

Pre-trained Language Models (PTLMs) have been shown to perform well on natural language tasks. Many prior works have leveraged structured commonsense present in the form of entities linked through labeled relations in Knowledge Graphs (KGs) to assist PTLMs. Retrieval approaches use KG as a separate…

Cited by 5SourcePDFScholar
2022

LM-CORE: Language Models with Contextually Relevant External Knowledge

NAACL 2022findings

Large transformer-based pre-trained language models have achieved impressive performance on a variety of knowledge-intensive tasks and can capture factual knowledge in their parameters. We argue that storing large amounts of knowledge in the model parameters is sub-optimal given the ever-growing amo…