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Domain Labelling

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Papers

Improving In-Context Learning with Small Language Model Ensembles

2024-10-29 · M. Mehdi Mojarradi, Lingyi Yang, Robert McCraith, Adam Mahdi

Large language models (LLMs) have shown impressive capabilities across various tasks, but their performance on domain-specific tasks remains limited. While methods like retrieval augmented generation and fine-tuning can …

Domain LabellingIn-Context LearningLanguage ModelingLanguage Modelling+3

Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models

2021-01-07 · Oscar Sainz, German Rigau

In this paper we present a system that exploits different pre-trained Language Models for assigning domain labels to WordNet synsets without any kind of supervision. Furthermore, the system is not restricted to use a par…

Domain Labelling

Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models

2021-01-01 · EACL (GWC) 2021 1 · Oscar Sainz, German Rigau

In this paper we present a system that exploits different pre-trained Language Models for assigning domain labels to WordNet synsets without any kind of supervision. Furthermore, the system is not restricted to use a par…

Domain Labelling