Exploiting Document Knowledge for Aspect-level Sentiment Classification

12 June 2018

Hwee Tou Ng

Papers citing "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

35 / 35 papers shown

Title
SumHiS: Extractive Summarization Exploiting Hidden Structure Tikhonov Pavel Anastasiya Ianina Valentin Malykh 75 1 0 12 Jun 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis Xuanwen Ding Jie Zhou Liang Dou Qin Chen Yuanbin Wu Chengcai Chen Liang He KELM CLL 72 6 0 09 May 2024
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives Jiaxin Liu Yi Yang Kar Yan Tam AIFin AI4TS 71 6 0 21 Mar 2024
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis Sabyasachi Kamila Walid Magdy Sourav Dutta MingXue Wang 32 4 0 07 Nov 2022
Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition Pengfei Deng Jianhua Yuan Yanyan Zhao Bing Qin 59 3 0 06 Sep 2022
A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction Yuqi Chen Keming Chen Xian Sun Zequn Zhang 46 48 0 27 Apr 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 97 120 0 27 Mar 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis Yiming Zhang Min Zhang Sai Wu Jiaqi Zhao 39 15 0 14 Mar 2022
Hindi/Bengali Sentiment Analysis Using Transfer Learning and Joint Dual Input Learning with Self Attention Shahrukh Khan Mahnoor Shahid 47 1 0 11 Feb 2022
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis R. Hochstenbach Flavius Frasincar Maria Mihaela Truşcǎ 28 0 0 29 Nov 2021
Natural Language Processing in-and-for Design Research L. Siddharth L. Blessing Jianxi Luo AI4CE 127 42 0 27 Nov 2021
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis Juhua Liu Qihuang Zhong Liang Ding Hua Jin Bo Du Dacheng Tao 86 30 0 26 Oct 2021
Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network Bowen Xing Ivor W. Tsang 40 16 0 05 Aug 2021
Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis Bowen Xing Ivor W. Tsang 43 11 0 21 Jun 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 61 178 0 13 Mar 2021
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification Chengcan Ying Zhanghua Wu Xinyu Dai Shujian Huang Jiajun Chen 24 3 0 01 Nov 2020
Attention Transfer Network for Aspect-level Sentiment Classification Fei Zhao Zhanghua Wu Xinyu Dai 56 19 0 23 Oct 2020
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Zhengxuan Wu Desmond C. Ong 59 79 0 15 Oct 2020
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding Jiaxin Huang Yu Meng Fang Guo Heng Ji Jiawei Han 88 29 0 13 Oct 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 60 51 0 28 Apr 2020
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention Maria Mihaela Truşcǎ Daan Wassenberg Flavius Frasincar R. Dekker 35 39 0 18 Apr 2020
A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 57 70 0 04 Apr 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 148 39 0 04 Apr 2020
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis Haiyun Peng Lu Xu Lidong Bing Fei Huang Wei Lu Luo Si 91 389 0 05 Nov 2019
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 76 6 0 04 Nov 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning Zheng Li Xin Li Ying Wei Lidong Bing Yu Zhang Qiang Yang 78 90 0 31 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 80 280 0 02 Oct 2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke 56 22 0 26 Sep 2019
Transfer Learning Between Related Tasks Using Expected Label Proportions Matan Ben Noach Yoav Goldberg OOD 38 3 0 01 Sep 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 78 44 0 01 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 73 203 0 30 Aug 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 57 235 0 17 Jun 2019
Targeted Sentiment Analysis: A Data-Driven Categorization Jiaxin Pei Aixin Sun Chenliang Li 41 9 0 09 May 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 88 700 0 03 Apr 2019
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction Xin Li Lidong Bing Piji Li Wai Lam 68 323 0 13 Nov 2018