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05/12/2023
Dr. LLaMA: Improving Small Language Models in Domain-Specific QA via Generative Data Augmentation
Large Language Models (LLMs) have made significant strides in natural la...
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02/19/2023
Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information
Due to various and serious adverse impacts of spreading fake news, it is...
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12/13/2022
PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration
Proximal Policy Optimization (PPO) is a highly popular policy-based deep...
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10/16/2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
Dialogue contradiction is a critical issue in open-domain dialogue syste...
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06/12/2022
A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning
An in-depth understanding of uncertainty is the first step to making eff...
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04/07/2022
Physics-assisted Generative Adversarial Network for X-Ray Tomography
X-ray tomography is capable of imaging the interior of objects in three ...
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03/08/2022
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes
In recent years, Internet memes have been widely used in online chatting...
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11/15/2021
Advantage of Machine Learning over Maximum Likelihood in Limited-Angle Low-Photon X-Ray Tomography
Limited-angle X-ray tomography reconstruction is an ill-conditioned inve...
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09/20/2021
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation
To explore the limit of dialogue generation pre-training, we present the...
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06/30/2020
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
To build a high-quality open-domain chatbot, we introduce the effective ...
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04/16/2020
Online Social Deception and Its Countermeasures for Trustworthy Cyberspace: A Survey
We are living in an era when online communication over social network se...
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06/13/2019