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Cross-Domain Aspect-Based Sentiment Classification with a Pre-Training and Fine-Tuning Strategy for Low-Resource Domains

https://doi.org/10.1145/3653299
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1 of the 49 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1155/2021/5529312 (notice 2024-01-24).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-32381-3_16openalex-snapshot
How to Fine-Tune BERT for Text Classification?
inferredcites →https://doi.org/10.1007/978-3-319-73618-1_47openalex-snapshot
Homographic Puns Recognition Based on Latent Semantic Structures
inferredcites →https://doi.org/10.1007/978-981-10-6805-8_19openalex-snapshot
Deep Transfer Learning for Social Media Cross-Domain Sentiment Classification
inferredcites →https://doi.org/10.1007/s10462-022-10183-8openalex-snapshot
State of the art: a review of sentiment analysis based on sequential transfer learning
inferredcites →https://doi.org/10.1007/s10489-022-03434-2openalex-snapshot
SentATN: learning sentence transferable embeddings for cross-domain sentiment classification
inferredcites →https://doi.org/10.1007/s13042-019-00969-8openalex-snapshot
Ensemble with estimation: seeking for optimization in class noisy data
inferredcites →https://doi.org/10.1016/j.ijin.2021.06.005openalex-snapshot
Improving the performance of aspect based sentiment analysis using fine-tuned Bert Base Uncased model
inferredcites →https://doi.org/10.1016/j.ins.2021.07.001openalex-snapshot
Cross-domain sentiment classification via parameter transferring and attention sharing mechanism
inferredcites →https://doi.org/10.1016/j.knosys.2022.110173openalex-snapshot
Multi-source domain adaptation method for textual emotion classification using deep and broad learning
inferredcites →https://doi.org/10.1016/j.neucom.2022.04.092openalex-snapshot
Domain adaptation with a shrinkable discrepancy strategy for cross-domain sentiment classification
inferredcites →https://doi.org/10.1016/j.neunet.2022.11.006openalex-snapshot
Attention-enabled gated spiking neural P model for aspect-level sentiment classification
inferredcites →https://doi.org/10.1080/09540091.2021.1912711openalex-snapshot
Deep transfer learning mechanism for fine-grained cross-domain sentiment classification
inferredcites →https://doi.org/10.1109/access.2019.2952888openalex-snapshot
Aspect Based Sentiment Analysis With Feature Enhanced Attention CNN-BiLSTM
inferredcites →https://doi.org/10.1109/icaicta49861.2020.9428882openalex-snapshot
Fine-tuning Pretrained Multilingual BERT Model for Indonesian Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.1109/ictai.2019.00231openalex-snapshot
BERT for Stock Market Sentiment Analysis
inferredcites →https://doi.org/10.1109/nics51282.2020.9335899openalex-snapshot
Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews
inferredcites →https://doi.org/10.1109/taffc.2019.2897093openalex-snapshot
Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification
inferredcites →https://doi.org/10.1109/taffc.2022.3233020openalex-snapshot
Heterogeneous Reinforcement Learning Network for Aspect-Based Sentiment Classification With External Knowledge
inferredcites →https://doi.org/10.1109/taslp.2022.3146052openalex-snapshot
Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.1145/3194658.3194677openalex-snapshot
Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning
inferredcites →https://doi.org/10.1145/3387633openalex-snapshot
Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation
inferredcites →https://doi.org/10.1145/3394171.3413949openalex-snapshot
Modeling both Intra- and Inter-modal Influence for Real-Time Emotion Detection in Conversations
inferredcites →https://doi.org/10.1145/3485469openalex-snapshot
Enhancing Lexical Translation Consistency for Document-Level Neural Machine Translation
inferredcites →https://doi.org/10.1145/3486622.3494003openalex-snapshot
Fine-Tuning for Cross-Domain Aspect-Based Sentiment Classification
inferredcites →https://doi.org/10.1145/3588314openalex-snapshot
Combination of Loss-based Active Learning and Semi-supervised Learning for Recognizing Entities in Chinese Electronic Medical Records
inferredcites →https://doi.org/10.1155/2021/5529312openalex-snapshot
[Retracted] Cross‐Domain End‐To‐End Aspect‐Based Sentiment Analysis with Domain‐Dependent Embeddings
inferredcites →https://doi.org/10.1609/aaai.v33i01.33015773openalex-snapshot
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification
inferredcites →https://doi.org/10.1609/aaai.v35i16.17719openalex-snapshot
An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.370openalex-snapshot
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.coling-mainopenalex-snapshot
Proceedings of the 28th International Conference on Computational Linguistics
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.49openalex-snapshot
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.572openalex-snapshot
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.27openalex-snapshot
Bridge-Based Active Domain Adaptation for Aspect Term Extraction
inferredcites →https://doi.org/10.18653/v1/2021.findings-aclopenalex-snapshot
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
inferredcites →https://doi.org/10.18653/v1/d16-1058openalex-snapshot
Attention-based LSTM for Aspect-level Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/d17-1047openalex-snapshot
Recurrent Attention Network on Memory for Aspect Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/d18-1380openalex-snapshot
Multi-grained Attention Network for Aspect-Level Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/d19-1466openalex-snapshot
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
inferredcites →https://doi.org/10.18653/v1/n19-1242openalex-snapshot
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.18653/v1/p18-1087openalex-snapshot
Transformation Networks for Target-Oriented Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/p18-1202openalex-snapshot
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction
inferredcites →https://doi.org/10.18653/v1/s15-2082openalex-snapshot
SemEval-2015 Task 12: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/s16-1002openalex-snapshot
SemEval-2016 Task 5: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.24963/ijcai.2017/311openalex-snapshot
End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification
inferredcites →https://doi.org/10.3115/v1/p14-2139openalex-snapshot
Cross-lingual Opinion Analysis via Negative Transfer Detection
inferredcites →https://doi.org/10.3115/v1/s14-2004openalex-snapshot
SemEval-2014 Task 4: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.3390/app10030957openalex-snapshot
Targeted Sentiment Classification Based on Attentional Encoding and Graph Convolutional Networks
inferredcites →https://doi.org/10.3390/electronics10212641openalex-snapshot
Aspect-Based Sentiment Analysis in Hindi Language by Ensembling Pre-Trained mBERT Models

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-95-7896-2_4openalex-snapshot
Dual-Profile Modeling for Tobacco Sensory Evaluation via Graph Algorithms and Deep Learning
inferred← citeshttps://doi.org/10.1007/s00542-025-06001-0openalex-snapshot
EMOTEX-PR: a multimodal transformer-enhanced framework for real-time product review sentiment analysis across diverse datasets
inferred← citeshttps://doi.org/10.1007/s10115-026-02712-6openalex-snapshot
An information retrieval language model-based zero- and few-shot learning for propaganda detection in social media content
inferred← citeshttps://doi.org/10.1007/s10115-026-02814-1openalex-snapshot
A weakly supervised SMOTE-XGBoost framework with sliding-window monitoring for temporal sentiment drift detection
inferred← citeshttps://doi.org/10.1007/s10462-025-11437-xopenalex-snapshot
Systematic review on aspect-based sentiment analysis in cross-domain
inferred← citeshttps://doi.org/10.1007/s10586-025-05653-xopenalex-snapshot
Enhancing multi-source cross-domain sentiment classification with generative adversarial networks and transfer learning
inferred← citeshttps://doi.org/10.1007/s10791-026-09958-2openalex-snapshot
Parametrically modified BERT for emotion prediction through sentiment analysis
inferred← citeshttps://doi.org/10.1007/s10844-025-00952-6openalex-snapshot
Evidence selection via multi-aspect query diversification for cross-document relation extraction
inferred← citeshttps://doi.org/10.1007/s10844-025-00980-2openalex-snapshot
Revisiting cognitive process-driven model with sentiment-infused user preference for recommendation
inferred← citeshttps://doi.org/10.1007/s10844-025-00996-8openalex-snapshot
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings
inferred← citeshttps://doi.org/10.1007/s11760-025-04761-wopenalex-snapshot
Manifold-based graph convolutional network for multi-domain sentiment analysis
inferred← citeshttps://doi.org/10.1007/s40558-026-00389-9openalex-snapshot
A cross-attentive span-level framework for aspect based sentiment analysis in the hospitality industry
inferred← citeshttps://doi.org/10.1007/s44163-026-01153-yopenalex-snapshot
Transfer learning for aspect based sentiment analysis
inferred← citeshttps://doi.org/10.1007/s44196-026-01153-xopenalex-snapshot
Multitask Learning and BERT Embedding: A Comprehensive Approach to Subjectivity Detection and Aspect-Based Sentiment Analysis
inferred← citeshttps://doi.org/10.1109/taffc.2026.3656970openalex-snapshot
Dual-Channel Retrieval-Augmented In-Context Learning for Comparative Opinion Mining
inferred← citeshttps://doi.org/10.1109/taffc.2026.3672501openalex-snapshot
EmoAgent: A Multi-Agent Framework for Diverse Affective Image Manipulation
inferred← citeshttps://doi.org/10.1109/tcss.2025.3625989openalex-snapshot
Transfer Learning for Cross-Domain Sentiment Classification via Domain Adaptation
inferred← citeshttps://doi.org/10.1111/coin.70081openalex-snapshot
Contextualized Cross‐Domain Aspect Sentiment Transformer: A Fine‐Grained Aspect‐Centric Approach for Enhanced Context‐Aware Sentiment Analysis
inferred← citeshttps://doi.org/10.1145/3748325openalex-snapshot
A Bilingual Legal NER Dataset and Semantics-Aware Cross-Lingual Label Transfer Method for Low-Resource Languages
inferred← citeshttps://doi.org/10.1145/3828649openalex-snapshot
Meta-Learning-Based Multi-Source Cross-Domain Fine-Grained Sentiment Classification with Domain Combination and Voting Ensemble
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