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A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis

16 April 2022

Liang Ding

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Papers citing "A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis"

24 / 24 papers shown

Title
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation Changtong Zan Liang Ding Li Shen Yu Cao Weifeng Liu Dacheng Tao 64 21 0 07 Sep 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 61 42 0 22 Aug 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 90 251 0 02 Mar 2022
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis Juhua Liu Qihuang Zhong Liang Ding Hua Jin Bo Du Dacheng Tao 53 30 0 26 Oct 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task Jian Liu Zhiyang Teng Leyang Cui Hanmeng Liu Yue Zhang 101 70 0 14 Oct 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts Ronald Seoh Ian Birle Mrinal Tak Haw-Shiuan Chang B. Pinette Alfred Hough 75 64 0 08 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 216 3,977 0 28 Jul 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 474 10,367 0 17 Jun 2021
A Unified Generative Framework for Aspect-Based Sentiment Analysis Hang Yan Junqi Dai Tuo Ji Xipeng Qiu Zheng Zhang 71 282 0 08 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 579 4,047 0 18 Apr 2021
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
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 168 1,175 0 18 Mar 2021
Towards Efficiently Diversifying Dialogue Generation via Embedding Augmentation Yu Cao Liang Ding Zhiliang Tian Meng Fang 63 14 0 02 Mar 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 246 4,261 0 01 Jan 2021
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 77 855 0 21 Oct 2020
Norm-Based Curriculum Learning for Neural Machine Translation Xuebo Liu Houtim Lai Derek F. Wong Lidia S. Chao 52 119 0 03 Jun 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
Not Enough Data? Deep Learning to the Rescue! Ateret Anaby-Tavor Boaz Carmeli Esther Goldbraich Amir Kantor George Kour Segev Shlomov N. Tepper Naama Zwerdling 84 370 0 08 Nov 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 110 1,957 0 31 Jan 2019
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 84 614 0 16 May 2018
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Interactive Attention Networks for Aspect-Level Sentiment Classification Dehong Ma Sujian Li Xiaodong Zhang Houfeng Wang 55 993 0 04 Sep 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 124 2,997 0 07 Aug 2017
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 248 2,722 0 20 Nov 2015