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Exploiting Domain Knowledge in Aspect Extraction
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-4899-7687-1_907openalex-snapshot
Sentiment Analysis and Opinion Mining
inferredcites →https://doi.org/10.1007/978-3-540-30586-6_53openalex-snapshot
Creating Subjective and Objective Sentence Classifiers from Unannotated Texts
inferredcites →https://doi.org/10.1007/978-3-642-04180-8_51openalex-snapshot
A Generic Approach to Topic Models
inferredcites →https://doi.org/10.1007/978-3-642-04769-5_30openalex-snapshot
Opinion Target Network and Bootstrapping Method for Chinese Opinion Target Extraction
inferredcites →https://doi.org/10.1007/978-3-642-20841-6_37openalex-snapshot
Constrained LDA for Grouping Product Features in Opinion Mining
inferredcites →https://doi.org/10.1007/978-3-642-31715-6_29openalex-snapshot
Extended Twofold-LDA Model for Two Aspects in One Sentence
inferredcites →https://doi.org/10.1109/icdm.2012.32openalex-snapshot
Cross-Language Opinion Target Extraction in Review Texts
inferredcites →https://doi.org/10.1109/icdmw.2011.125openalex-snapshot
Multi-aspect Sentiment Analysis with Topic Models
inferredcites →https://doi.org/10.1111/j.1467-8640.2006.00277.xopenalex-snapshot
SENTIMENT CLASSIFICATION of MOVIE REVIEWS USING CONTEXTUAL VALENCE SHIFTERS
inferredcites →https://doi.org/10.1145/1014052.1014073openalex-snapshot
Mining and summarizing customer reviews
inferredcites →https://doi.org/10.1145/1088622.1088626openalex-snapshot
Extracting knowledge from evaluative text
inferredcites →https://doi.org/10.1145/1183614.1183625openalex-snapshot
Movie review mining and summarization
inferredcites →https://doi.org/10.1145/1367497.1367513openalex-snapshot
Modeling online reviews with multi-grain topic models
inferredcites →https://doi.org/10.1145/1367497.1367514openalex-snapshot
Opinion integration through semi-supervised topic modeling
inferredcites →https://doi.org/10.1145/1526709.1526728openalex-snapshot
Rated aspect summarization of short comments
inferredcites →https://doi.org/10.1145/1553374.1553378openalex-snapshot
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
inferredcites →https://doi.org/10.1145/1645953.1646003openalex-snapshot
Joint sentiment/topic model for sentiment analysis
inferredcites →https://doi.org/10.1145/1645953.1646091openalex-snapshot
Product feature categorization with multilevel latent semantic association
inferredcites →https://doi.org/10.1145/1816123.1816156openalex-snapshot
Evaluating topic models for digital libraries
inferredcites →https://doi.org/10.1145/1835804.1835903openalex-snapshot
Latent aspect rating analysis on review text data
inferredcites →https://doi.org/10.1145/1935826.1935932openalex-snapshot
Aspect and sentiment unification model for online review analysis
inferredcites →https://doi.org/10.1145/2020408.2020505openalex-snapshot
Latent aspect rating analysis without aspect keyword supervision
inferredcites →https://doi.org/10.1145/2339530.2339592openalex-snapshot
Entity-centric topic-oriented opinion summarization in twitter
inferredcites →https://doi.org/10.1145/2396761.2398489openalex-snapshot
Unsupervised discovery of opposing opinion networks from forum discussions
inferredcites →https://doi.org/10.1145/2505515.2505519openalex-snapshot
Discovering coherent topics using general knowledge
inferredcites →https://doi.org/10.1162/0891201041850885openalex-snapshot
Learning Subjective Language
inferredcites →https://doi.org/10.1162/coli_a_00034openalex-snapshot
Opinion Word Expansion and Target Extraction through Double Propagation
inferredcites →https://doi.org/10.1198/016214501750332758openalex-snapshot
Gibbs Sampling Methods for Stick-Breaking Priors
inferredcites →https://doi.org/10.1198/016214506000000302openalex-snapshot
Hierarchical Dirichlet Processes
inferredcites →https://doi.org/10.1561/9781601981516openalex-snapshot
Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1609/aaai.v26i1.8346openalex-snapshot
Opinion Target Extraction Using a Shallow Semantic Parsing Framework
inferredcites →https://doi.org/10.1609/aaai.v27i1.8700openalex-snapshot
A Hierarchical Aspect-Sentiment Model for Online Reviews
inferredcites →https://doi.org/10.1613/jair.3647openalex-snapshot
Automatic Aggregation by Joint Modeling of Aspects and Values
inferredcites →https://doi.org/10.2307/2529310openalex-snapshot
The Measurement of Observer Agreement for Categorical Data
inferredcites →https://doi.org/10.3115/1220575.1220618openalex-snapshot
Extracting product features and opinions from reviews
inferredcites →https://doi.org/10.3115/1687878.1687912openalex-snapshot
Recognizing stances in online debates
inferredcites →https://doi.org/10.3115/1687878.1687915openalex-snapshot
Discovering the discriminative views
inferredcites →https://doi.org/10.3115/1699571.1699591openalex-snapshot
Generating high-coverage semantic orientation lexicons from overtly marked words and a thesaurus
inferredcites →https://doi.org/10.3115/1699648.1699700openalex-snapshot
Phrase dependency parsing for opinion mining
inferredcites →https://doi.org/10.48550/arxiv.1401.3457openalex-snapshot
Learning Document-Level Semantic Properties from Free-Text Annotations
inferredcites →https://doi.org/10.5591/978-1-57735-516-8/ijcai11-200openalex-snapshot
A framework for incorporating general domain knowledge into latent Dirichlet allocation using first-order logic
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4762761openalex-extracted
ניתוח דוחות כספיים של בנקים – גישת מידול נושאים (Topic Modeling) לזיהוי סיכונים
inferred← citeshttps://doi.org/10.2139/ssrn.4799254openalex-extracted
The Financial Crisis, Basel III, and Large Banks Financial Reports - a Topic Modeling Approach
inferred← citeshttps://doi.org/10.1007/978-3-030-38364-0_13openalex-snapshot
A Probability-Based Close Domain Metric in Lifelong Learning for Multi-label Classification
inferred← citeshttps://doi.org/10.1007/978-3-030-47436-2_61openalex-snapshot
EMOVA: A Semi-supervised End-to-End Moving-Window Attentive Framework for Aspect Mining
inferred← citeshttps://doi.org/10.1007/978-3-319-18032-8_46openalex-snapshot
Incorporating Probabilistic Knowledge into Topic Models
inferred← citeshttps://doi.org/10.1007/978-3-319-18123-3_10openalex-snapshot
MPTM: A Topic Model for Multi-Part Documents
inferred← citeshttps://doi.org/10.1007/978-3-319-25159-2_34openalex-snapshot
Exploiting Capacity-Constrained K-Means Clustering for Aspect-Phrase Grouping
inferred← citeshttps://doi.org/10.1007/978-3-319-57529-2_52openalex-snapshot
A Neural Network Model for Semi-supervised Review Aspect Identification
inferred← citeshttps://doi.org/10.1007/978-3-319-69005-6_13openalex-snapshot
A Fast and Effective Framework for Lifelong Topic Model with Self-learning Knowledge
inferred← citeshttps://doi.org/10.1007/978-3-319-75487-1_18openalex-snapshot
Discovering Correspondence of Sentiment Words and Aspects
inferred← citeshttps://doi.org/10.1007/978-3-319-77116-8_15openalex-snapshot
Mining Aspect-Specific Opinions from Online Reviews Using a Latent Embedding Structured Topic Model
inferred← citeshttps://doi.org/10.1007/978-981-96-6468-9_19openalex-snapshot
Aspect Term Extraction via the Fusion of Domain Specific and Implicit Aspect Information
inferred← citeshttps://doi.org/10.1007/s11063-018-9964-8openalex-snapshot
Extraction of Product Evaluation Factors with a Convolutional Neural Network and Transfer Learning
inferred← citeshttps://doi.org/10.1007/s11390-015-1569-3openalex-snapshot
Leveraging Large Data with Weak Supervision for Joint Feature and Opinion Word Extraction
inferred← citeshttps://doi.org/10.1016/j.engappai.2017.06.024openalex-snapshot
Mining coherent topics in documents using word embeddings and large-scale text data
inferred← citeshttps://doi.org/10.1016/j.eswa.2016.04.014openalex-snapshot
Concept over time: the combination of probabilistic topic model with wikipedia knowledge
inferred← citeshttps://doi.org/10.1016/j.eswa.2017.02.038openalex-snapshot
Enriched LDA (ELDA): Combination of latent Dirichlet allocation with word co-occurrence analysis for aspect extraction
inferred← citeshttps://doi.org/10.1016/j.eswa.2017.07.047openalex-snapshot
A two-fold rule-based model for aspect extraction
inferred← citeshttps://doi.org/10.1016/j.im.2016.05.007openalex-snapshot
RubE: Rule-based methods for extracting product features from online consumer reviews
inferred← citeshttps://doi.org/10.1016/j.inffus.2020.06.007openalex-snapshot
Aspect terms grouping via fusing concepts and context information
inferred← citeshttps://doi.org/10.1016/j.ins.2016.07.002openalex-snapshot
Exploiting flexible-constrained K-means clustering with word embedding for aspect-phrase grouping
inferred← citeshttps://doi.org/10.1016/j.ins.2018.04.079openalex-snapshot
Incorporating product description to sentiment topic models for improved aspect-based sentiment analysis
inferred← citeshttps://doi.org/10.1016/j.ins.2020.01.036openalex-snapshot
An association-constrained LDA model for joint extraction of product aspects and opinions
inferred← citeshttps://doi.org/10.1016/j.jbusres.2021.08.060openalex-snapshot
Quantifying the effect of eWOM embedded consumer perceptions on sales: An integrated aspect-level sentiment analysis and panel data modeling approach
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A hybrid term–term relations analysis approach for topic detection
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Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce
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The Problem of Sentiment Analysis
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.004openalex-snapshot
Document Sentiment Classification
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.005openalex-snapshot
Sentence Subjectivity and Sentiment Classification
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.006openalex-snapshot
Aspect Sentiment Classification
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.007openalex-snapshot
Aspect and Entity Extraction
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.008openalex-snapshot
Sentiment Lexicon Generation
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.009openalex-snapshot
Analysis of Comparative Opinions
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.010openalex-snapshot
Opinion Summarization and Search
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.011openalex-snapshot
Analysis of Debates and Comments
inferred← citeshttps://doi.org/10.1017/cbo9781139084789.013openalex-snapshot
Detecting Fake or Deceptive Opinions
inferred← citeshttps://doi.org/10.1088/1742-6596/1624/2/022051openalex-snapshot
A Summary of Aspect-based Sentiment Analysis
inferred← citeshttps://doi.org/10.1108/bpmj-02-2021-0111openalex-snapshot
Impact of knowledge management processes on organizational performance: the mediating role of absorptive capacity
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Online investigation of users’ attitudes using automatic question answering
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SEML: A Semi-Supervised Multi-Task Learning Framework for Aspect-Based Sentiment Analysis
inferred← citeshttps://doi.org/10.1109/acomp.2015.21openalex-snapshot
Aspect Analysis for Opinion Mining of Vietnamese Text
inferred← citeshttps://doi.org/10.1109/hpcc/smartcity/dss.2019.00386openalex-snapshot
Seeded-BTM: Enabling Biterm Topic Model with Seeds for Product Aspect Mining
inferred← citeshttps://doi.org/10.1109/icaicta.2016.7803101openalex-snapshot
Exploiting sequential patterns to detect objective aspects from online reviews
inferred← citeshttps://doi.org/10.1109/icawst.2019.8923417openalex-snapshot
An Approach for Automatic Aspect Extraction by Latent Dirichlet Allocation
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Self-refining targeted readings recommender system
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Product aspect ranking using sentiment analysis and TOPSIS
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Histogram based rule verification in lifelong learning models
inferred← citeshttps://doi.org/10.1109/rivf.2016.7800291openalex-snapshot
Streaming aspect-sentiment analysis
inferred← citeshttps://doi.org/10.1109/smc52423.2021.9658689openalex-snapshot
ONSET: Opinion and Aspect Extraction System from Unlabelled Data
inferred← citeshttps://doi.org/10.1109/taslp.2019.2913094openalex-snapshot
Improving Aspect Term Extraction With Bidirectional Dependency Tree Representation
inferred← citeshttps://doi.org/10.1109/tkde.2019.2904687openalex-snapshot
Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling
inferred← citeshttps://doi.org/10.1111/poms.12737openalex-snapshot
Parallel Aspect‐Oriented Sentiment Analysis for Sales Forecasting with Big Data
inferred← citeshttps://doi.org/10.1145/2661829.2662062openalex-snapshot
Latent Aspect Mining via Exploring Sparsity and Intrinsic Information
inferred← citeshttps://doi.org/10.1145/2806416.2806525openalex-snapshot
Sentiment Extraction by Leveraging Aspect-Opinion Association Structure
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Synergetic research response classifiers for multiple domains
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Review of Latent Dirichlet Allocation Methods Usable in Voice of Customer Analysis
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Review-based Question Generation with Adaptive Instance Transfer and Augmentation
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Extracting Aspect Specific Opinion Expressions
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Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews
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Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension
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Clustering for Simultaneous Extraction of Aspects and Features from Reviews
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Document Similarity for Texts of Varying Lengths via Hidden Topics
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Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
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Utilizing review analysis to suggest product advertisement improvements
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Implementation Feasibility of Experience Aided Quantum Learning in 7g Networks: A Survey
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iMovie: A Prototype Sentiment Search Engine for Movie Reviews
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A Sentiment-aligned Topic Model for Product Aspect Rating Prediction
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Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency
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Aspect Extraction with Automated Prior Knowledge Learning
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Incorporating Wikipedia concepts and categories as prior knowledge into topic models
inferred← citeshttps://doi.org/10.4018/978-1-6684-4168-8.ch004openalex-snapshot
Product Aspect Ranking Using Multi-Criteria Decision Making
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Detecting Users' Dietary Preferences and Their Evolutions via Chinese Social Media
inferred← citeshttps://doi.org/10.48550/arxiv.1604.08672openalex-snapshot
Distance Metric Learning for Aspect Phrase Grouping
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A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings
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Sentiment Analysis- Strategy for Text Pre-Processing
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Topic Modeling in Sentiment Analysis: A Systematic Review
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