Effective LSTMs for Target-Dependent Sentiment Classification

3 December 2015

Papers citing "Effective LSTMs for Target-Dependent Sentiment Classification"

50 / 61 papers shown

Title
Automated Sentiment Classification and Topic Discovery in Large-Scale Social Media Streams Yiwen Lu Siheng Xiong Zhaowei Li 27 0 0 03 May 2025
Exploiting Contextual Target Attributes for Target Sentiment Classification Bowen Xing Ivor W. Tsang 26 0 0 21 Dec 2023
Deep Learning-based Sentiment Classification: A Comparative Survey Mohammed Kayed R. Redondo Alhassan Mabrouk 17 42 0 12 Dec 2023
Knowledge Graph Enhanced Aspect-Level Sentiment Analysis Kavita Sharma Ritu Patel Sunita Iyer 38 0 0 02 Dec 2023
Syntactic Fusion: Enhancing Aspect-Level Sentiment Analysis Through Multi-Tree Graph Integration Jane Sunny Tom Padraig Roggie Terry Woods Ali 42 0 0 28 Nov 2023
Stock Market Sentiment Classification and Backtesting via Fine-tuned BERT Jiashu Lou AIFin 11 1 0 21 Sep 2023
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang Yafeng Ren 35 39 0 19 Apr 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang Hao Fei Tat-Seng Chua 28 76 0 13 Apr 2023
Dual-Attention Model for Aspect-Level Sentiment Classification Mengfei Ye 26 1 0 14 Mar 2023
News and Load: A Quantitative Exploration of Natural Language Processing Applications for Forecasting Day-ahead Electricity System Demand Yun Bai Simon Camal A. Michiorri 15 3 0 18 Jan 2023
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 34 11 0 20 Nov 2022
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis Bobo Li Hao Fei Fei Li Yu-hao Wu Jinsong Zhang ... Jingye Li Yijiang Liu Lizi Liao Tat-Seng Chua Donghong Ji 36 42 0 10 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 37 1 0 10 Nov 2022
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution Aiwei Liu Honghai Yu Xuming Hu Shuang Li Li Lin Fukun Ma Yawen Yang Lijie Wen 43 33 0 31 Oct 2022
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets Peilin Zhou Zeqiang Wang Dading Chong Zhijiang Guo Yining Hua Zichang Su Zhiyang Teng Jiageng Wu Jie Yang 41 21 0 28 Sep 2022
A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis Wei Chen Jinglong Du Zhao Zhang Fuzhen Zhuang Zhongshi He 20 6 0 24 Aug 2022
Multi-Task Text Classification using Graph Convolutional Networks for Large-Scale Low Resource Language Mounika Marreddy S. Oota Lakshmi Sireesha Vakada Venkata Charan Chinni R. Mamidi 19 12 0 02 May 2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing I. Alonso-Alonso David Vilares Carlos Gómez-Rodríguez 35 1 0 27 Apr 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language Jayant Chhillar 44 0 0 22 Apr 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 41 110 0 27 Mar 2022
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss Hui Yang Abeer Alsadoon P. Prasad Thair Al-Dala’in Tarik Ahmed Rashid Angelika Maag O. H. Alsadoon 30 7 0 04 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 48 242 0 02 Mar 2022
DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification Bowen Xing Ivor Tsang 12 11 0 04 Jan 2022
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis Sabyasachee Baruah Krishna Somandepalli Shrikanth Narayanan MedIm 22 4 0 08 Oct 2021
Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication Lu Cheng Ruocheng Guo K. S. Candan Huan Liu CML 29 6 0 04 Oct 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 19 33 0 28 Jul 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang Wei Zhang Shengtao Zhong Cunxiang Yin Yancheng He 17 21 0 29 Mar 2021
A Systematic Review of Reproducibility Research in Natural Language Processing Anya Belz Shubham Agarwal Anastasia Shimorina Ehud Reiter AI4CE 28 58 0 14 Mar 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 35 59 0 12 Mar 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 189 205 0 04 Jan 2021
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews Matan Orbach Orith Toledo-Ronen Artem Spector R. Aharonov Yoav Katz Noam Slonim 25 17 0 29 Dec 2020
Exploiting BERT to improve aspect-based sentiment analysis performance on Persian language H. Jafarian Amirhosein Taghavi Alireza Javaheri Reza Rawassizadeh 23 19 0 02 Dec 2020
Attention Transfer Network for Aspect-level Sentiment Classification Fei Zhao Zhanghua Wu Xinyu Dai 26 19 0 23 Oct 2020
A Multi-task Learning Framework for Opinion Triplet Extraction Chen Zhang Qiuchi Li D. Song Benyou Wang 29 113 0 04 Oct 2020
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 21 44 0 16 Sep 2020
Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis Lingwei Wei Dou Hu Wei Zhou Xuehai Tang Xiaodan Zhang Xin Wang Jizhong Han Songlin Hu 38 11 0 16 Jul 2020
A Comprehensive Survey on Aspect Based Sentiment Analysis K. Yadav 18 1 0 08 Jun 2020
Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text Saif M. Mohammad 27 312 0 25 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 16 30 0 03 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 53 207 0 01 May 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 33 38 0 04 Apr 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction Heng Yang Biqing Zeng Jianhao Yang Youwei Song Ruyang Xu 40 133 0 17 Dec 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 34 53 0 24 Oct 2019
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network Chen Zhang Qiuchi Li D. Song 29 61 0 23 Sep 2019
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification Pinlong Zhao Linlin Hou Ou Wu GNN 35 172 0 11 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li Yiwei Lv 19 189 0 10 Jun 2019
Gradual Machine Learning for Aspect-level Sentiment Analysis Yanyan Wang Qun Chen Jiquan Shen Boyi Hou Ahmed Murtadha Zhanhuai Li 25 1 0 06 Jun 2019
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction Huaishao Luo Tianrui Li Bing-Quan Liu Junbo Zhang 19 104 0 05 Jun 2019
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis Bowen Xing L. Liao Dandan Song Jingang Wang Fuzheng Zhang Zhongyuan Wang Heyan Huang 28 36 0 19 May 2019