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Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect
  Sentiment Quad Prediction

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction

1 June 2023
Mengting Hu
Yinhao Bai
Yike Wu
Zhen Zhang
Liqi Zhang
H. Gao
Shiwan Zhao
Min-Tzu Huang
ArXivPDFHTML

Papers citing "Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction"

4 / 4 papers shown
Title
STAR: Stepwise Task Augmentation and Relation Learning for Aspect Sentiment Quad Prediction
Wenna Lai
H. Xie
Guandong Xu
Qing Li
41
0
0
28 Jan 2025
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad
  Prediction
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction
Yinhao Bai
Yalan Xie
Xiaoyi Liu
Yuhua Zhao
Zhixin Han
Mengting Hu
Hang Gao
Renhong Cheng
25
4
0
11 Jun 2024
Aspect Sentiment Quad Prediction as Paraphrase Generation
Aspect Sentiment Quad Prediction as Paraphrase Generation
Wenxuan Zhang
Yang Deng
Xin Li
Yifei Yuan
Lidong Bing
W. Lam
214
183
0
02 Oct 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,109
0
06 Jun 2015
1