Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

22 March 2019

Xipeng Qiu

Papers citing "Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence"

50 / 53 papers shown

Title
Attention layers provably solve single-location regression P. Marion Raphael Berthier Gérard Biau Claire Boyer 140 2 0 02 Oct 2024
BERT's Conceptual Cartography: Mapping the Landscapes of Meaning Nina Haket Ryan Daniels 37 0 0 13 Aug 2024
Exploiting Contextual Target Attributes for Target Sentiment Classification Bowen Xing Ivor W. Tsang 19 0 0 21 Dec 2023
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 35 2 0 23 Sep 2023
SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News Ankur Sinha Satishwar Kedas Rishu Kumar P. Malo AIFin 17 39 0 20 May 2023
CroSentiNews 2.0: A Sentence-Level News Sentiment Corpus Gaurish Thakkar Nives Mikelic Preradović Marko Tadić 16 1 0 14 May 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis Gagan Bhatia Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 29 1 0 21 Apr 2023
Bayesian Optimization of Catalysis With In-Context Learning Mayk Caldas Ramos Shane S. Michtavy Marc D. Porosoff Andrew D. White BDL 44 30 0 11 Apr 2023
Entity-level Sentiment Analysis in Contact Center Telephone Conversations Xue-Yong Fu Cheng-Hsiung Chen Md Tahmid Rahman Laskar Shayna Gardiner Pooja Hiranandani TN ShashiBhushan 32 7 0 24 Oct 2022
A BERT-based Deep Learning Approach for Reputation Analysis in Social Media Mohammad Wali Ur Rahman Sicong Shao Pratik Satam Salim Hariri Chris Padilla Zoe Taylor C. Nevarez 17 5 0 23 Oct 2022
A Spanish dataset for Targeted Sentiment Analysis of political headlines Tomás Alves Salgueiro E. Zapata D. Furman Juan Manuel Pérez Pablo Nicolás Fernández Larrosa 28 7 0 30 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Characterizing the 2022 Russo-Ukrainian Conflict Through the Lenses of Aspect-Based Sentiment Analysis: Dataset, Methodology, and Preliminary Findings Maurantonio Caprolu Alireza Sadighian Roberto Di Pietro 32 18 0 02 Aug 2022
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets Anna Nguyen Antonio Longa Massimiliano Luca Joe Kaul Gabriel Lopez 41 12 0 02 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 30 2 0 02 Jul 2022
OSN Dashboard Tool For Sentiment Analysis Andreas Kilde Lien Lars Martin Randem Hans Petter Fauchald Taralrud Maryam Edalati 21 2 0 14 Jun 2022
A Survey on Aspect-Based Sentiment Classification Gianni Brauwers Flavius Frasincar LLMAG 39 109 0 27 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 18 55 0 15 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 41 242 0 02 Mar 2022
$$\mathcal{Y}$-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning$ $\mathcal{Y}$ -Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning Yitao Liu Chen An Xipeng Qiu 29 17 0 20 Feb 2022
Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar Mohadeseh Rafiee Hossein Amirkhani GNN AI4CE 39 24 0 03 Jan 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 24 3 0 13 Dec 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke Hu Xu Bing-Quan Liu CLL 240 83 0 06 Dec 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Zixuan Ke Bing-Quan Liu Hu Xu Lei Shu CLL 31 55 0 05 Dec 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Zixuan Ke Bing-Quan Liu Nianzu Ma Hu Xu Lei Shu CLL 192 122 0 05 Dec 2021
Explainable Sentence-Level Sentiment Analysis for Amazon Product Reviews Xuechun Li Xueyao Sun Zewei Xu Yifan Zhou 23 7 0 11 Nov 2021
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else? Alexander Michael Daniel 23 1 0 09 Nov 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task Jian Liu Zhiyang Teng Leyang Cui Hanmeng Liu Yue Zhang 48 68 0 14 Oct 2021
Representation of professions in entertainment media: Insights into frequency and sentiment trends through computational text analysis Sabyasachee Baruah Krishna Somandepalli Shrikanth Narayanan MedIm 19 4 0 08 Oct 2021
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 33 7 0 05 Oct 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts Ronald Seoh Ian Birle Mrinal Tak Haw-Shiuan Chang B. Pinette Alfred Hough 16 61 0 08 Sep 2021
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation Zaid Khan Y. Fu 27 131 0 03 Aug 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 19 33 0 28 Jul 2021
Transfer Learning for Improving Results on Russian Sentiment Datasets A. Golubev Natalia Loukachevitch 6 5 0 06 Jul 2021
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews M. Hadi Fatemeh H. Fard 13 30 0 12 Apr 2021
Targeted aspect based multimodal sentiment analysis:an attention capsule extraction and multi-head fusion network Jiaqian Wang Donghong Gu Chi Yang Shaohua Cai Zhengxin Song Haoliang Zhao Luwei Xiao 28 33 0 13 Mar 2021
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction Jiahao Bu Lei Ren Shuang Zheng Yang Yang Jingang Wang Fuzheng Zhang Wei Yu Wu 15 66 0 11 Mar 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 187 205 0 04 Jan 2021
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 19 46 0 04 Dec 2020
Sentiment analysis in Bengali via transfer learning using multi-lingual BERT Khondoker Ittehadul Islam Md. Saiful Islam Md Ruhul Amin 34 41 0 03 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
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 39 5 0 02 Nov 2020
Improving BERT Performance for Aspect-Based Sentiment Analysis Akbar Karimi L. Rossi Andrea Prati 29 48 0 22 Oct 2020
Can you tell? SSNet -- a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis Apostol T. Vassilev Munawar Hasan Honglan Jin 29 1 0 23 Jun 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 40 207 0 01 May 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui-cang Wang 39 546 0 26 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 24 23 0 18 Feb 2020
Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Youwei Song Jiahai Wang Zhiwei Liang Zhiyue Liu Tao Jiang 23 76 0 12 Feb 2020