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05/22/2023
Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases
We introduce Chain of Knowledge (CoK), a framework that augments large l...
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05/04/2023
Panda LLM: Training Data and Evaluation for Open-Sourced Chinese Instruction-Following Large Language Models
This project focuses on enhancing open-source large language models thro...
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03/20/2023
Retrieving Multimodal Information for Augmented Generation: A Survey
In this survey, we review methods that retrieve multimodal knowledge to ...
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12/20/2022
Is GPT-3 a Good Data Annotator?
GPT-3 (Generative Pre-trained Transformer 3) is a large-scale autoregres...
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10/14/2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
Much recent progress in task-oriented dialogue (ToD) systems has been dr...
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06/06/2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
Adapter-based tuning has recently arisen as an alternative to fine-tunin...
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11/03/2020