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Exploring Sequence-to-Sequence Learning in Aspect Term Extraction

https://doi.org/10.18653/v1/p19-1344
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Extracting Product Features and Opinions from Reviews
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Aspect extraction for opinion mining with a deep convolutional neural network
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Mining and summarizing customer reviews
inferredcites →https://doi.org/10.1145/1183614.1183625openalex-snapshot
Movie review mining and summarization
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Topic sentiment mixture
inferredcites →https://doi.org/10.1145/1553374.1553435openalex-snapshot
Retracted December 5, 2011: A novel lexicalized HMM-based learning framework for web opinion mining
inferredcites →https://doi.org/10.1162/coli_a_00034openalex-snapshot
Opinion Word Expansion and Target Extraction through Double Propagation
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Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
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/10.18653/v1/d15-1166openalex-snapshot
Effective Approaches to Attention-based Neural Machine Translation
inferredcites →https://doi.org/10.18653/v1/d15-1168openalex-snapshot
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings
inferredcites →https://doi.org/10.18653/v1/d16-1059openalex-snapshot
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/d17-1035openalex-snapshot
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
inferredcites →https://doi.org/10.18653/v1/d17-1310openalex-snapshot
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction
inferredcites →https://doi.org/10.18653/v1/k16-1028openalex-snapshot
Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
inferredcites →https://doi.org/10.18653/v1/p17-1036openalex-snapshot
An Unsupervised Neural Attention Model for Aspect Extraction
inferredcites →https://doi.org/10.18653/v1/p17-2023openalex-snapshot
Lifelong Learning CRF for Supervised Aspect Extraction
inferredcites →https://doi.org/10.18653/v1/p18-2094openalex-snapshot
Double Embeddings and CNN-based Sequence Labeling for Aspect 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/s16-1045openalex-snapshot
NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features
inferredcites →https://doi.org/10.24963/ijcai.2018/583openalex-snapshot
Aspect Term Extraction with History Attention and Selective Transformation
inferredcites →https://doi.org/10.3115/1220575.1220618openalex-snapshot
Extracting product features and opinions from reviews
inferredcites →https://doi.org/10.3115/1699648.1699700openalex-snapshot
Phrase dependency parsing for opinion mining
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
inferredcites →https://doi.org/10.3115/v1/s14-2004openalex-snapshot
SemEval-2014 Task 4: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.3115/v1/w14-4012openalex-snapshot
On the Properties of Neural Machine Translation: Encoder–Decoder Approaches
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AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)
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FastText.zip: Compressing text classification models
inferredcites →https://doi.org/10.48550/arxiv.1103.0398openalex-snapshot
Natural Language Processing (almost) from Scratch
inferredcites →https://doi.org/10.48550/arxiv.1310.4546openalex-snapshot
Distributed Representations of Words and Phrases and their Compositionality
inferredcites →https://doi.org/10.48550/arxiv.1409.0473openalex-snapshot
Neural Machine Translation by Jointly Learning to Align and Translate
inferredcites →https://doi.org/10.48550/arxiv.1409.3215openalex-snapshot
Sequence to Sequence Learning with Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot
Adam: A Method for Stochastic Optimization
inferredcites →https://doi.org/10.5555/944919.944966openalex-snapshot
A neural probabilistic language model

What points at this work

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

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Multi-Task Unified Model for Chinese Aspect-Based Sentiment Analysis
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Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction
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Aspect and Opinion Terms Co-extraction Using Position-Aware Attention and Auxiliary Labels
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Deep Learning Models for Aspect-Based Sentiment Analysis Task: A Survey Paper
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Memory-Augmented Transformer Models for Seq2Seq Neural Machine Translation
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DiffuSent: Towards a Unified Diffusion Framework for Aspect-Based Sentiment Analysis
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Template-Enhanced Aspect Term Extraction with Bi-Contextual Convolutional Neural Networks
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Aspect Term Extraction via Dynamic Attention and a Densely Connected Graph Convolutional Network
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A Study on Chinese Acronym Prediction Based on Contextual Thematic Consistency
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Applications
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Simplifying Aspect-Sentiment Quadruple Prediction with Cartesian Product Operation
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Self Question-Answering: Aspect Sentiment Triplet Extraction via a Multi-MRC Framework Based on Rethink Mechanism
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SSR-TA: Sequence-to-Sequence-based expert recurrent recommendation for ticket automation
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Fine-grained sentiment analysis based on cross-modal information translation
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Survey on aspect detection for aspect-based sentiment analysis
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Post-processing method with aspect term error correction for enhancing aspect term extraction
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A multi-task learning model with graph convolutional networks for aspect term extraction and polarity classification
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Fpa-GCN: enhancing aspect sentiment triplet extraction with feature-rich prediction-aware graph convolutional networks
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Multi-task learning based on question–answering style reviews for aspect category classification and aspect term extraction on GPU clusters
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Sentiment analysis with Hierarchical Attention Topic Aware Hierarchical Multi-Attention Network using citation sentences
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SMGNN: span-to-span multi-channel graph neural network for aspect-sentiment triplet extraction
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Enhancing aspect-based sentiment analysis with dependency-attention GCN and mutual assistance mechanism
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Jointly Learning Type-Aware Relations and Inter-Aspect with Graph Convolutional Networks for Aspect Sentiment Analysis
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Syntactic and semantic dual-enhanced bidirectional network for aspect sentiment triplet extraction
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Affective Commonsense Knowledge Enhanced Dependency Graph for aspect sentiment triplet extraction
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A span-level aspect sentiment triplet extraction model by semantic-syntactic enhancement
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Description and demonstration guided data augmentation for sequence tagging
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Quote from Similars: Aspect Sentiment Triplet Extraction with Hierarchical Inter-Sentence Information Retrieval
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Recent advances in deep learning based sentiment analysis
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Data augmentation framework with enhanced graph convolutional network for cross-domain aspect-based sentiment analysis
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Bidirectional generative prompt learning for aspect sentiment triplet extraction
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Bidirectional interaction and inference strategy joint approach for span-level aspect sentiment triplet extraction
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ETG: the graph convolutional network was enhanced with an EA-transformer for aspect sentiment triplet extraction
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Aspect term extraction via information-augmented neural network
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A syntactic features and interactive learning model for aspect-based sentiment analysis
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Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction
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Application of mT5 and Semantic Role Labeling for Aspect-Based Sentiment Analysis in Political Opinion
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Aspect-Based Medical Record Classification Using Large Language Model Guided Knowledge Graph
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Data Augmentation via Back-translation for Aspect Term Extraction
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Aspect Term Extraction via Contrastive Learning over Self-augmented Data
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STC: Stacked Two-stage Convolution for Aspect Term Extraction
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Unifying Token- and Span-level Supervisions for Few-shot Sequence Labeling
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Enhanced Packed Marker with Entity Information for Aspect Sentiment Triplet Extraction
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An Aspect Sentiment Triplet Extraction Method based on Syntax-Guided Muti-Turn Machine Reading Comprehension
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MSTI-Plus: Introducing Non-Sarcasm Reference Materials to Enhance Multimodal Sarcasm Target Identification
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Image Description and Aspect-Aware Denoising for Aspect-Based Multimodal Sentiment Analysis
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Personalized Recommendation Using Aspect-Aware Knowledge Graph Learning
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External-knowledge enhanced dual encoder and contrastive learning for aspect sentiment triplet extraction
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Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction
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Question-Driven Span Labeling Model for Aspect–Opinion Pair Extraction
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A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
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Enhancing Aspect Term Extraction with Soft Prototypes
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Position-Aware Tagging for Aspect Sentiment Triplet Extraction
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A Unified Generative Framework for Aspect-based Sentiment Analysis
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Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
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Bridge-Based Active Domain Adaptation for Aspect Term Extraction
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Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
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Towards Generative Aspect-Based Sentiment Analysis
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Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection
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Aspect Sentiment Quad Prediction as Paraphrase Generation
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Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis
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Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.152openalex-snapshot
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis
inferred← citeshttps://doi.org/10.18653/v1/2022.acl-long.212openalex-snapshot
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction
inferred← citeshttps://doi.org/10.18653/v1/2022.acl-long.395openalex-snapshot
Unified Structure Generation for Universal Information Extraction
inferred← citeshttps://doi.org/10.18653/v1/2022.deeplo-1openalex-snapshot
Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing
inferred← citeshttps://doi.org/10.18653/v1/2022.deeplo-1.21openalex-snapshot
Generating Complement Data for Aspect Term Extraction with GPT-2
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-industry.1openalex-snapshot
Unsupervised Term Extraction for Highly Technical Domains
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-mainopenalex-snapshot
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.1openalex-snapshot
Generative Knowledge Graph Construction: A Review
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.212openalex-snapshot
COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.289openalex-snapshot
A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction
inferred← citeshttps://doi.org/10.18653/v1/2022.naacl-main.20openalex-snapshot
A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction
inferred← citeshttps://doi.org/10.18653/v1/2023.acl-long.240openalex-snapshot
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
inferred← citeshttps://doi.org/10.21076/vizyoner.1208355openalex-snapshot
Restoran Müşterilerinin Geri Bildirimleri Üzerinde Hedef Kategorinin Tespiti ve Hedef Tabanlı Duygu Analizi
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3648033/v1openalex-snapshot
A Joint Learning Model for Aspect-based Sentiment Analysis via Machine Reading Comprehension and Graph Convolutional Network
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3715726/v1openalex-snapshot
Enhancing Grid Tagging Schema with Hybrid Contrastive Learning for Aspect-level Sentiment Triplet Extraction
inferred← citeshttps://doi.org/10.21203/rs.3.rs-8340383/v1openalex-snapshot
Identifying Customer Priorities in Online Reviews through Sequence-to-Sequence Learning with Dual Contextual Attention
inferred← citeshttps://doi.org/10.2139/ssrn.4895652openalex-snapshot
Generative Aspect-Based Sentiment Analysis with a Grid Tagging Matching Auxiliary Task
inferred← citeshttps://doi.org/10.2139/ssrn.5421201openalex-snapshot
Sequence-to-Sequence Learning with Dual Contextual Attention for Enhanced Aspect Extraction in Sentiment Analysis
inferred← citeshttps://doi.org/10.3233/faia230600openalex-snapshot
Enhanced Machine Reading Comprehension Method for Aspect Sentiment Quadruplet Extraction
inferred← citeshttps://doi.org/10.3390/app14198719openalex-snapshot
A Dual-Template Prompted Mutual Learning Generative Model for Implicit Aspect-Based Sentiment Analysis
inferred← citeshttps://doi.org/10.3390/app15052345openalex-snapshot
Inception–Attention–BiLSTM Hybrid Network: A Novel Approach for Shear Wave Velocity Prediction Utilizing Well Logging
inferred← citeshttps://doi.org/10.3390/info16030201openalex-snapshot
Aspect-Based Sentiment Analysis Through Graph Convolutional Networks and Joint Task Learning
inferred← citeshttps://doi.org/10.3390/math10183317openalex-snapshot
Dual-Channel Interactive Graph Convolutional Networks for Aspect-Level Sentiment Analysis
inferred← citeshttps://doi.org/10.3934/mbe.2024056openalex-snapshot
Self-adaptive attention fusion for multimodal aspect-based sentiment analysis
inferred← citeshttps://doi.org/10.48550/arxiv.2109.08306openalex-snapshot
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis
inferred← citeshttps://doi.org/10.70675/ed1d7748z8ebaz4550zbfb8z54bab2a6ac0aopenalex-snapshot
Granular Insights into Financial Discourse : Fine-Grained Opinion Analysis of Expert Texts
inferred← citeshttps://doi.org/10.7717/peerj-cs.1044openalex-snapshot
Deep learning for aspect-based sentiment analysis: a review
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.