Learning Implicit Sentiment in Aspect-based Sentiment Analysis with
Supervised Contrastive Pre-Training

Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training

3 November 2021

Yicheng Zou

ArXiv (abs)PDF HTML

Papers citing "Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training"

19 / 19 papers shown

Title
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Junqi Dai Hang Yan Tianxiang Sun Pengfei Liu Xipeng Qiu 43 164 0 11 Apr 2021
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 51 44 0 16 Sep 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian Can Gao Xinyan Xiao Hao Liu Bolei He Hua Wu Haifeng Wang Feng Wu 57 233 0 12 May 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 86 560 0 26 Apr 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 151 4,547 0 23 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 204 12,085 0 13 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 86 872 0 02 Sep 2019
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification A. Rietzler Sebastian Stabinger Paul Opitz Stefan Engl 43 203 0 30 Aug 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 50 699 0 03 Apr 2019
Attentional Encoder Network for Targeted Sentiment Classification Youwei Song Jiahai Wang Tao Jiang Zhiyue Liu Yanghui Rao 43 277 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Interactive Attention Networks for Aspect-Level Sentiment Classification Dehong Ma Sujian Li Xiaodong Zhang Houfeng Wang 57 993 0 04 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 707 131,652 0 12 Jun 2017
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 85 898 0 28 May 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 72 366 0 22 Mar 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 154 2,061 0 04 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014