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09/07/2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
Despite their impressive capabilities, large language models (LLMs) are ...
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07/28/2023
Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system
Meetings play a critical infrastructural role in the coordination of wor...
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06/05/2023
Interactive Editing for Text Summarization
Summarizing lengthy documents is a common and essential task in our dail...
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05/23/2023
Query Rewriting for Retrieval-Augmented Large Language Models
Large Language Models (LLMs) play a powerful Reader of the Retrieve-then...
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05/09/2023
Summarization with Precise Length Control
Many applications of text generation such as summarization benefit from ...
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05/01/2023
In-Context Learning Unlocked for Diffusion Models
We present Prompt Diffusion, a framework for enabling in-context learnin...
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04/06/2023
Instruction Tuning with GPT-4
Prior work has shown that finetuning large language models (LLMs) using ...
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02/22/2023
Guiding Large Language Models via Directional Stimulus Prompting
We introduce a new framework, Directional Stimulus Prompting, that uses ...
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12/20/2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Dialogue summarization has recently garnered significant attention due t...
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06/22/2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog
We introduce GODEL (Grounded Open Dialogue Language Model), a large pre-...
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06/05/2022
Diffusion-GAN: Training GANs with Diffusion
For stable training of generative adversarial networks (GANs), injecting...
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06/05/2020
