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On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-030-58621-8_45openalex-snapshot
Contrastive Multiview Coding
inferredcites →https://doi.org/10.1007/978-3-319-93372-6_22openalex-snapshot
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks
inferredcites →https://doi.org/10.1007/978-3-642-10684-2_65openalex-snapshot
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
inferredcites →https://doi.org/10.1016/j.eswa.2018.10.003openalex-snapshot
Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review
inferredcites →https://doi.org/10.1016/j.neucom.2020.02.018openalex-snapshot
ReMemNN: A novel memory neural network for powerful interaction in aspect-based sentiment analysis
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00975openalex-snapshot
Momentum Contrast for Unsupervised Visual Representation Learning
inferredcites →https://doi.org/10.1109/icacci.2013.6637416openalex-snapshot
Aspect based Sentiment Analysis using support vector machine classifier
inferredcites →https://doi.org/10.1109/tkde.2015.2485209openalex-snapshot
Survey on Aspect-Level Sentiment Analysis
inferredcites →https://doi.org/10.1109/tkde.2018.2851247openalex-snapshot
Adversarial Deep Learning Models with Multiple Adversaries
inferredcites →https://doi.org/10.1109/tkde.2019.2947587openalex-snapshot
Joint Inference for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints
inferredcites →https://doi.org/10.1109/tnnls.2021.3129483openalex-snapshot
Nonautoregressive Encoder–Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction
inferredcites →https://doi.org/10.1145/3340531.3411868openalex-snapshot
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.1145/3432049openalex-snapshot
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.1145/3442381.3449789openalex-snapshot
Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective
inferredcites →https://doi.org/10.1145/3485447.3512024openalex-snapshot
Making Decision like Human: Joint Aspect Category Sentiment Analysis and Rating Prediction with Fine-to-Coarse Reasoning
inferredcites →https://doi.org/10.1561/9781601981516openalex-snapshot
Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1609/aaai.v30i1.9974openalex-snapshot
Context-Sensitive Twitter Sentiment Classification Using Neural Network
inferredcites →https://doi.org/10.1609/aaai.v31i1.10974openalex-snapshot
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms
inferredcites →https://doi.org/10.1609/aaai.v34i05.6271openalex-snapshot
Latent Emotion Memory for Multi-Label Emotion Classification
inferredcites →https://doi.org/10.1609/aaai.v35i14.17514openalex-snapshot
Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.295openalex-snapshot
Relational Graph Attention Network for Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.588openalex-snapshot
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.627openalex-snapshot
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.126openalex-snapshot
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.16openalex-snapshot
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.168openalex-snapshot
Retrofitting Structure-aware Transformer Language Model for End Tasks
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.292openalex-snapshot
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.451openalex-snapshot
Inducing Target-Specific Latent Structures for Aspect Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.18openalex-snapshot
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.8openalex-snapshot
Improving Text Understanding via Deep Syntax-Semantics Communication
inferredcites →https://doi.org/10.18653/v1/2021.acl-demo.43openalex-snapshot
OpenAttack: An Open-source Textual Adversarial Attack Toolkit
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-mainopenalex-snapshot
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.150openalex-snapshot
A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.49openalex-snapshot
Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.218openalex-snapshot
Breaking Down Multilingual Machine Translation
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.5openalex-snapshot
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlpopenalex-snapshot
Findings of the Association for Computational Linguistics: EMNLP 2022
inferredcites →https://doi.org/10.18653/v1/d16-1021openalex-snapshot
Aspect Level Sentiment Classification with Deep Memory Network
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/d17-1215openalex-snapshot
Adversarial Examples for Evaluating Reading Comprehension Systems
inferredcites →https://doi.org/10.18653/v1/d19-1464openalex-snapshot
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks
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/d19-1549openalex-snapshot
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
inferredcites →https://doi.org/10.18653/v1/d19-1654openalex-snapshot
A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/n19-1259openalex-snapshot
Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling
inferredcites →https://doi.org/10.18653/v1/p18-1079openalex-snapshot
Semantically Equivalent Adversarial Rules for Debugging NLP models
inferredcites →https://doi.org/10.18653/v1/p18-1087openalex-snapshot
Transformation Networks for Target-Oriented Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/p18-1088openalex-snapshot
Target-Sensitive Memory Networks for Aspect Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/p18-1234openalex-snapshot
Aspect Based Sentiment Analysis with Gated Convolutional Networks
inferredcites →https://doi.org/10.18653/v1/p18-2006openalex-snapshot
HotFlip: White-Box Adversarial Examples for NLP
inferredcites →https://doi.org/10.18653/v1/p19-1343openalex-snapshot
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
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/10.18653/v1/w17-5218openalex-snapshot
Towards an integrated pipeline for aspect-based sentiment analysis in various domains
inferredcites →https://doi.org/10.24963/ijcai.2021/545openalex-snapshot
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge
inferredcites →https://doi.org/10.3115/1119355openalex-snapshot
Proceedings of the 2003 conference on Empirical methods in natural language processing -
inferredcites →https://doi.org/10.3115/1220575.1220619openalex-snapshot
Recognizing contextual polarity in phrase-level sentiment analysis
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.3115/v1/p14-2009openalex-snapshot
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification
inferredcites →https://doi.org/10.3115/v1/s14-2004openalex-snapshot
SemEval-2014 Task 4: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.48550/arxiv.1911.01460openalex-snapshot
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Annotating aspects in text and image: A new task and dataset for multimodal aspect‐based sentiment analysis
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A systematic review of aspect-based sentiment analysis: domains, methods, and trends
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Recent approaches for aspect based sentiment analysis: a review
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Enhancing aspect-based sentiment analysis through graph attention networks and supervised contrastive learning
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Leveraging deep learning for sentiment analysis: insights from academic and general feedback across dual datasets
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HyGST: a graph-integration enhanced generative framework for end-to-end aspect-based sentiment analysis
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Artificial Intelligence-based Sentiment Analysis Models in the Product and Service Industry: A State-of-the-art Review and Future Directions
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Transfer learning for aspect based sentiment analysis
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Aspect based sentiment analysis using deep learning approaches: A survey
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Query-induced multi-task decomposition and enhanced learning for aspect-based sentiment quadruple prediction
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SARA: Span-aware framework with relation-augmented grid tagging for conversational aspect-based sentiment quadruple analysis
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RL-DFN: A reinforcement learning-driven dual-view feature fusion network for aspect-based sentiment analysis in online public opinion
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A novel approach to customer segmentation for product development on social media data: integrating aspect-based sentiment analysis and text mining
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TCKGCN: Graph convolutional network for aspect-based sentiment analysis with three-channel knowledge fusion
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A multi-aspect framework for explainable sentiment analysis
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Unifying aspect-based sentiment analysis BERT and multi-layered graph convolutional networks for comprehensive sentiment dissection
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Fusing Deep Learning and Fuzzy Logic for Social Media Influence Assessment
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