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A Multi-task Learning Model for Chinese-oriented Aspect Polarity
  Classification and Aspect Term Extraction
v1v2v3 (latest)

A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

17 December 2019
Heng Yang
Biqing Zeng
Jianhao Yang
Youwei Song
Ruyang Xu
ArXiv (abs)PDFHTML

Papers citing "A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction"

22 / 22 papers shown
Domain-Adaptive Pre-Training for Arabic Aspect-Based Sentiment Analysis: A Comparative Study of Domain Adaptation and Fine-Tuning Strategies
Domain-Adaptive Pre-Training for Arabic Aspect-Based Sentiment Analysis: A Comparative Study of Domain Adaptation and Fine-Tuning Strategies
Salha Alyami
A. Jamal
Areej M. Alhothali
227
2
0
20 Sep 2025
Multi-Task Learning with LLMs for Implicit Sentiment Analysis:
  Data-level and Task-level Automatic Weight Learning
Multi-Task Learning with LLMs for Implicit Sentiment Analysis: Data-level and Task-level Automatic Weight Learning
Wenna Lai
H. Xie
Guandong Xu
Qing Li
282
0
0
12 Dec 2024
Enhancing Aspect-based Sentiment Analysis in Tourism Using Large
  Language Models and Positional Information
Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information
Chun Xu
Mengmeng Wang
Yan Ren
Shaolin Zhu
236
11
0
23 Sep 2024
Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis
  on Textual Reviews
Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews
Dineth Jayakody
A. V. A. Malkith
Koshila Isuranda
Vishal Thenuwara
Nisansa de Silva
Sachintha Rajith Ponnamperuma
G. Sandamali
K. L. Sudheera
219
10
0
23 Aug 2024
Aspect-Based Sentiment Analysis Techniques: A Comparative Study
Aspect-Based Sentiment Analysis Techniques: A Comparative Study
Dineth Jayakody
Koshila Isuranda
A. V. A. Malkith
Nisansa de Silva
Sachintha Rajith Ponnamperuma
G. Sandamali
K. L. Sudheera
292
11
0
03 Jul 2024
Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced
  Evaluation of Urban Environments
Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced Evaluation of Urban Environments
Demircan Tas
R. P. Sanatani
193
4
0
19 Dec 2023
A Novel Counterfactual Data Augmentation Method for Aspect-Based
  Sentiment Analysis
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment AnalysisAsian Conference on Machine Learning (ACML), 2023
Dongming Wu
Lulu Wen
Chao Chen
Zhaoshu Shi
252
6
0
20 Jun 2023
A new hazard event classification model via deep learning and
  multifractal
A new hazard event classification model via deep learning and multifractal
Zhenhua Wang
Bin Wang
Ming Ren
Dong Gao
AI4CE
379
19
0
12 Sep 2022
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment
  Analysis
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment AnalysisInternational Conference on Information and Knowledge Management (CIKM), 2022
Heng Yang
Chen Zhang
Ke Li
384
46
0
02 Aug 2022
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised
  Neurological Pretraining
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological PretrainingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Di Wu
Siyuan Li
Jie Yang
Mohamad Sawan
SSL
182
31
0
20 Apr 2022
Towards Unifying the Label Space for Aspect- and Sentence-based
  Sentiment Analysis
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment AnalysisFindings (Findings), 2022
Yiming Zhang
Min Zhang
Sai Wu
Jiaqi Zhao
190
17
0
14 Mar 2022
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or
  Something Else?
Human-in-the-Loop Disinformation Detection: Stance, Sentiment, or Something Else?
Alexander Michael Daniel
315
2
0
09 Nov 2021
LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation
LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation
Heng Yang
Ke Li
217
18
0
16 Oct 2021
Knowledge-Aware Neural Networks for Medical Forum Question
  Classification
Knowledge-Aware Neural Networks for Medical Forum Question ClassificationInternational Conference on Information and Knowledge Management (CIKM), 2021
Soumyadeep Roy
Sudip Chakraborty
Aishik Mandal
Gunjan Balde
Prakhar Sharma
Anandhavelu Natarajan
Megha Khosla
S. Sural
Niloy Ganguly
AI4MH
181
9
0
27 Sep 2021
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification
  with Multi-modal Explanations
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal ExplanationsThe Web Conference (WWW), 2021
Sk Mainul Islam
Sourangshu Bhattacharya
210
12
0
26 Aug 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction
Explicit Interaction Network for Aspect Sentiment Triplet Extraction
Peiyi Wang
Tianyu Liu
Damai Dai
Runxin Xu
Baobao Chang
Zhifang Sui
237
6
0
21 Jun 2021
Out of Context: A New Clue for Context Modeling of Aspect-based
  Sentiment Analysis
Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment AnalysisJournal of Artificial Intelligence Research (JAIR), 2021
Bowen Xing
Ivor W. Tsang
212
14
0
21 Jun 2021
Re-Evaluating GermEval17 Using German Pre-Trained Language Models
Re-Evaluating GermEval17 Using German Pre-Trained Language ModelsSwiss Text Analytics Conference (STA), 2021
Yi Men
A. Corvonato
C. Heumann
VLM
295
7
0
24 Feb 2021
Reproducibility, Replicability and Beyond: Assessing Production
  Readiness of Aspect Based Sentiment Analysis in the Wild
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the WildEuropean Conference on Information Retrieval (ECIR), 2021
Rajdeep Mukherjee
Shreyas Shetty
S. Chattopadhyay
Subhadeep Maji
S. Datta
Pawan Goyal
218
17
0
23 Jan 2021
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain
  Reviews
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain ReviewsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Matan Orbach
Orith Toledo-Ronen
Artem Spector
R. Aharonov
Yoav Katz
Noam Slonim
357
22
0
29 Dec 2020
Enhancing Fine-grained Sentiment Classification Exploiting Local Context
  Embedding
Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding
Heng Yang
Biqing Zeng
220
5
0
02 Oct 2020
Investigating Typed Syntactic Dependencies for Targeted Sentiment
  Classification Using Graph Attention Neural Network
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network
Xuefeng Bai
Pengbo Liu
Yue Zhang
GNN
207
6
0
22 Feb 2020
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