Erik Cambria
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Researcher ORCID ID = 0000-0002-3030-1280
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Computer Science
Erik Cambria's Degrees
- PhD Computer Science Nanyang Technological University
- Masters Computer Science Nanyang Technological University
- Bachelors Computer Science Nanyang Technological University
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(Suggest an Edit or Addition)Erik Cambria's Published Works
Published Works
- Recent Trends in Deep Learning Based Natural Language Processing [Review Article] (2017) (2295)
- Affective Computing and Sentiment Analysis (2016) (1153)
- New Avenues in Opinion Mining and Sentiment Analysis (2013) (1065)
- A review of affective computing: From unimodal analysis to multimodal fusion (2017) (854)
- Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] (2014) (791)
- A Survey on Knowledge Graphs: Representation, Acquisition, and Applications (2020) (775)
- Aspect extraction for opinion mining with a deep convolutional neural network (2016) (733)
- Tensor Fusion Network for Multimodal Sentiment Analysis (2017) (661)
- Deep Learning-Based Document Modeling for Personality Detection from Text (2017) (466)
- Context-Dependent Sentiment Analysis in User-Generated Videos (2017) (457)
- Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM (2018) (446)
- Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph (2018) (444)
- Fusing audio, visual and textual clues for sentiment analysis from multimodal content (2016) (416)
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2018) (411)
- Deep Learning Based Text Classification: A Comprehensive Review (2021) (409)
- SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis (2014) (407)
- Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis (2016) (404)
- Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis (2015) (367)
- Memory Fusion Network for Multi-view Sequential Learning (2018) (363)
- DialogueRNN: An Attentive RNN for Emotion Detection in Conversations (2018) (361)
- SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings (2018) (329)
- SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis (2020) (328)
- Sentic patterns: Dependency-based rules for concept-level sentiment analysis (2014) (328)
- ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis (2021) (319)
- SenticNet: A Publicly Available Semantic Resource for Opinion Mining (2010) (312)
- Deep Learning--based Text Classification (2020) (311)
- Learning Community Embedding with Community Detection and Node Embedding on Graphs (2017) (308)
- Extreme Learning Machines [Trends & Controversies] (2013) (306)
- Sentiment Analysis Is a Big Suitcase (2017) (304)
- SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives (2016) (291)
- A Practical Guide to Sentiment Analysis (2017) (291)
- The Hourglass of Emotions (2011) (289)
- Multi-attention Recurrent Network for Human Communication Comprehension (2018) (286)
- A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks (2016) (277)
- A Rule-Based Approach to Aspect Extraction from Product Reviews (2014) (260)
- Augmenting End-to-End Dialog Systems with Commonsense Knowledge (2017) (249)
- Supervised Learning for Fake News Detection (2019) (245)
- Natural language based financial forecasting: a survey (2017) (244)
- SenticNet 2: A Semantic and Affective Resource for Opinion Mining and Sentiment Analysis (2012) (232)
- Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018) (230)
- Sentic Computing: Techniques, Tools, and Applications (2012) (223)
- Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling (2018) (207)
- Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis (2018) (206)
- Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis (2015) (195)
- Ensemble application of convolutional and recurrent neural networks for multi-label text categorization (2017) (186)
- AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis (2015) (185)
- Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (180)
- Towards an intelligent framework for multimodal affective data analysis (2015) (177)
- Semi-supervised learning for big social data analysis (2018) (176)
- Distinguishing between facts and opinions for sentiment analysis: Survey and challenges (2018) (175)
- Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (2013) (170)
- How Intense Are You? Predicting Intensities of Emotions and Sentiments using Stacked Ensemble [Application Notes] (2020) (170)
- ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection (2018) (168)
- Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis (2017) (161)
- Recent trends in deep learning based personality detection (2019) (158)
- EmoSenticSpace: A novel framework for affective common-sense reasoning (2014) (156)
- Sentiment and Sarcasm Classification With Multitask Learning (2019) (155)
- Technical analysis and sentiment embeddings for market trend prediction (2019) (150)
- Extreme Learning Machines (2013) (148)
- Multilingual sentiment analysis: from formal to informal and scarce resource languages (2017) (148)
- CASCADE: Contextual Sarcasm Detection in Online Discussion Forums (2018) (143)
- A Review of Sentiment Analysis Research in Chinese Language (2017) (140)
- Learning Word Representations for Sentiment Analysis (2017) (139)
- Sentic Computing for social media marketing (2012) (138)
- Knowledge-Based Approaches to Concept-Level Sentiment Analysis (2013) (135)
- A concept-level approach to the analysis of online review helpfulness (2016) (135)
- Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features (2015) (134)
- Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis (2016) (133)
- Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2015) (131)
- Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks (2021) (131)
- BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis (2020) (127)
- Bayesian network based extreme learning machine for subjectivity detection (2017) (125)
- Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis (2016) (123)
- Anaphora and Coreference Resolution: A Review (2018) (123)
- Fuzzy commonsense reasoning for multimodal sentiment analysis (2019) (121)
- OntoSenticNet: A Commonsense Ontology for Sentiment Analysis (2018) (121)
- Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis (2017) (119)
- The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools (2020) (119)
- Sentic Computing: Exploitation of Common Sense for the Development of Emotion-Sensitive Systems (2009) (118)
- Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines (2018) (118)
- Label Embedding for Zero-shot Fine-grained Named Entity Typing (2016) (118)
- Sentic Computing for patient centered applications (2010) (116)
- The Hourglass Model Revisited (2020) (115)
- Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis (2014) (114)
- A Generative Model for category text generation (2018) (114)
- Learning multi-grained aspect target sequence for Chinese sentiment analysis (2018) (114)
- A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks (2019) (109)
- A survey on empathetic dialogue systems (2020) (109)
- SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning (2015) (107)
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications (2019) (104)
- An ELM-based model for affective analogical reasoning (2015) (103)
- Learning word dependencies in text by means of a deep recurrent belief network (2016) (100)
- Modelling customer satisfaction from online reviews using ensemble neural network and effect-based Kano model (2019) (98)
- Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications (2019) (98)
- Sentic PROMs: Application of sentic computing to the development of a novel unified framework for measuring health-care quality (2012) (98)
- Intention awareness: improving upon situation awareness in human-centric environments (2013) (97)
- Statistical Learning Theory and ELM for Big Social Data Analysis (2016) (97)
- A graph-based approach to commonsense concept extraction and semantic similarity detection (2013) (96)
- Guest Editorial: Big Social Data Analysis (2014) (95)
- Sentic Web: A New Paradigm for Managing Social Media Affective Information (2011) (93)
- Common Sense Knowledge Based Personality Recognition from Text (2013) (93)
- Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis (2012) (91)
- A review of sentiment analysis research in Arabic language (2020) (90)
- An Introduction to Concept-Level Sentiment Analysis (2013) (90)
- Big Social Data Analysis (2013) (89)
- Consensus vote models for detecting and filtering neutrality in sentiment analysis (2018) (87)
- SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis (2022) (86)
- Common Sense Computing: From the Society of Mind to Digital Intuition and beyond (2009) (84)
- Statistical Approaches to Concept-Level Sentiment Analysis (2013) (83)
- Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning (2015) (82)
- Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-Dimensional Vector Space (2011) (81)
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis (2018) (81)
- Cognitive-inspired domain adaptation of sentiment lexicons (2019) (81)
- The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis (2015) (79)
- Common Sense Knowledge for Handwritten Chinese Text Recognition (2013) (77)
- A review of emotion sensing: categorization models and algorithms (2020) (77)
- Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework (2012) (76)
- Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System (2012) (76)
- SenticSpace: Visualizing Opinions and Sentiments in a Multi-dimensional Vector Space (2010) (75)
- Do Not Feel The Trolls (2010) (75)
- Recent advances in deep learning based dialogue systems: a systematic survey (2021) (74)
- Circular-ELM for the reduced-reference assessment of perceived image quality (2013) (73)
- Application of multi-dimensional scaling and artificial neural networks for biologically inspired opinion mining (2013) (72)
- Intelligent Asset Allocation via Market Sentiment Views (2018) (69)
- A Deep Learning Approach for Multimodal Deception Detection (2018) (69)
- Sentic blending: Scalable multimodal fusion for the continuous interpretation of semantics and sentics (2013) (69)
- Embedding Both Finite and Infinite Communities on Graphs [Application Notes] (2019) (65)
- Learning short-text semantic similarity with word embeddings and external knowledge sources (2019) (64)
- Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering (2012) (64)
- AffectiveSpace: Blending Common Sense and Affective Knowledge to Perform Emotive Reasoning (2009) (63)
- Learning binary codes with neural collaborative filtering for efficient recommendation systems (2019) (63)
- Sentic Computing (2015) (63)
- Sentiment Analysis and Topic Recognition in Video Transcriptions (2021) (61)
- Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management (2018) (59)
- BabelSenticNet: A Commonsense Reasoning Framework for Multilingual Sentiment Analysis (2018) (59)
- Disentangled Variational Auto-Encoder for Semi-supervised Learning (2017) (58)
- Multi-Level Fine-Scaled Sentiment Sensing with Ambivalence Handling (2020) (56)
- Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis (2018) (56)
- Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules (2017) (56)
- Real-Time Video Emotion Recognition Based on Reinforcement Learning and Domain Knowledge (2022) (52)
- Phonetic-Based Microtext Normalization for Twitter Sentiment Analysis (2017) (51)
- Sentiment-aware volatility forecasting (2019) (50)
- Towards Crowd Validation of the UK National Health Service (2010) (48)
- Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods (2019) (48)
- Bottom-Up and Top-Down: Predicting Personality with Psycholinguistic and Language Model Features (2020) (47)
- Sounds of Silence Breakers: Exploring Sexual Violence on Twitter (2018) (46)
- A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis (2021) (46)
- Segment-Level Joint Topic-Sentiment Model for Online Review Analysis (2019) (46)
- Multitask Representation Learning for Multimodal Estimation of Depression Level (2019) (45)
- New avenues in knowledge bases for natural language processing (2016) (44)
- New Trends of Learning in Computational Intelligence [Guest Editorial] (2015) (43)
- A survey on personality-aware recommendation systems (2021) (43)
- Benchmarking Multimodal Sentiment Analysis (2017) (43)
- Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (41)
- A survey on deep reinforcement learning for audio-based applications (2021) (40)
- Suicidal ideation and mental disorder detection with attentive relation networks (2020) (40)
- Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016) (39)
- Intent Classification for Dialogue Utterances (2020) (38)
- The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress (2021) (38)
- Ensemble application of ELM and GPU for real-time multimodal sentiment analysis (2018) (37)
- PerSent: A Freely Available Persian Sentiment Lexicon (2016) (37)
- Sentic Computing (2015) (36)
- Predicting political sentiments of voters from Twitter in multi-party contexts (2020) (35)
- MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare (2021) (35)
- Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial] (2019) (35)
- A survey of graph processing on graphics processing units (2018) (35)
- Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering (2015) (34)
- A multilingual semi-supervised approach in deriving Singlish sentic patterns for polarity detection (2016) (34)
- Enhancing Business Intelligence by Means of Suggestive Reviews (2014) (33)
- Bridging Cognitive Models and Recommender Systems (2020) (32)
- Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes (2020) (32)
- The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection (2022) (32)
- Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines (2016) (32)
- From Node Embedding To Community Embedding (2016) (30)
- Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles (2020) (29)
- Computational Intelligence for Big Social Data Analysis [Guest Editorial] (2016) (29)
- MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild (2020) (29)
- Dialogue systems with audio context (2020) (29)
- Radical-Based Hierarchical Embeddings for Chinese Sentiment Analysis at Sentence Level (2017) (29)
- Lyapunov filtering of objectivity for Spanish Sentiment Model (2016) (28)
- A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection (2021) (28)
- New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial] (2015) (28)
- Ten Years of Sentic Computing (2021) (28)
- OntoSenticNet 2: Enhancing Reasoning Within Sentiment Analysis (2022) (27)
- Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets (2020) (26)
- Sentic Computing (2015) (26)
- Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media (2015) (26)
- Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning (2019) (26)
- Tweeting in Support of LGBT?: A Deep Learning Approach (2019) (26)
- Discovering Bayesian Market Views for Intelligent Asset Allocation (2018) (26)
- Computational Intelligence for Big Social Data Analysis (2016) (25)
- Isanette: A Common and Common Sense Knowledge Base for Opinion Mining (2011) (25)
- The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress (2022) (25)
- A Common-Sense Based API for Concept-Level Sentiment Analysis (2014) (25)
- Comment toxicity detection via a multichannel convolutional bidirectional gated recurrent unit (2021) (25)
- A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond (2020) (24)
- Time Expression Recognition Using a Constituent-based Tagging Scheme (2018) (24)
- Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text (2020) (24)
- Acoustic template-matching for automatic emergency state detection: An ELM based algorithm (2015) (23)
- Affective Common Sense Knowledge Acquisition for Sentiment Analysis (2012) (23)
- Data intensive review mining for sentiment classification across heterogeneous domains (2013) (23)
- End-to-End latent-variable task-oriented dialogue system with exact log-likelihood optimization (2019) (23)
- The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts (2022) (23)
- A Survey on Deep Learning in Image Polarity Detection: Balancing Generalization Performances and Computational Costs (2019) (23)
- Bridging the Gap between Structured and Unstructured Health-Care Data through Semantics and Sentics (2011) (22)
- What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules (2018) (22)
- MetaPro: A computational metaphor processing model for text pre-processing (2022) (22)
- Commonsense-based topic modeling (2013) (21)
- Sentic Avatar: Multimodal Affective Conversational Agent with Common Sense (2010) (21)
- MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox (2021) (21)
- Proceedings of the Second Workshop on Natural Language Processing for Social Media (SocialNLP) (2014) (21)
- ESWC'14 Challenge on Concept-Level Sentiment Analysis (2014) (20)
- Context- and Sentiment-Aware Networks for Emotion Recognition in Conversation (2022) (20)
- Fusing task-oriented and open-domain dialogues in conversational agents (2021) (20)
- Enhancing Sentiment Classification Performance Using Bi-Tagged Phrases (2013) (20)
- GECKA: Game Engine for Commonsense Knowledge Acquisition (2015) (20)
- Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory (2022) (20)
- Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching (2016) (19)
- Predicting evolving chaotic time series with fuzzy neural networks (2017) (19)
- Information fusion for affective computing and sentiment analysis (2021) (18)
- Semi-supervised Learning for Affective Common-Sense Reasoning (2017) (18)
- Popularity prediction on vacation rental websites (2020) (17)
- Sequential fusion of facial appearance and dynamics for depression recognition (2021) (16)
- Arabic question answering system: a survey (2021) (16)
- Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction (2018) (16)
- Adaptive two-stage feature selection for sentiment classification (2017) (16)
- PerSent 2.0: Persian Sentiment Lexicon Enriched with Domain-Specific Words (2019) (16)
- Bayesian Deep Convolution Belief Networks for Subjectivity Detection (2016) (16)
- Taking Refuge in Your Personal Sentic Corner (2011) (16)
- Combining Sentiment Lexicons and Content-Based Features for Depression Detection (2021) (16)
- Adaptive Modality Distillation for Separable Multimodal Sentiment Analysis (2021) (16)
- MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER (2021) (16)
- Type Like a Man! Inferring Gender from Keystroke Dynamics in Live-Chats (2019) (16)
- Commonsense Knowledge Enhanced Memory Network for Stance Classification (2020) (15)
- Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis (2018) (15)
- Document Representation with Statistical Word Senses in Cross-Lingual Document Clustering (2015) (15)
- New research methods & algorithms in social network analysis (2021) (15)
- Emotion and sentiment in social and expressive media: Introduction to the special issue (2016) (15)
- Semantic Sentiment Analysis Challenge at ESWC2017 (2017) (14)
- Improving Zero-Shot Learning Baselines with Commonsense Knowledge (2020) (14)
- Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions (2022) (14)
- Taylor's theorem: A new perspective for neural tensor networks (2021) (14)
- HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning (2022) (13)
- Weakly supervised semantic segmentation with superpixel embedding (2016) (13)
- CSenticNet: A Concept-Level Resource for Sentiment Analysis in Chinese Language (2017) (13)
- Investigating Timing and Impact of News on the Stock Market (2018) (13)
- Gated recurrent unit with multilingual universal sentence encoder for Arabic aspect-based sentiment analysis (2021) (12)
- Towards a Chinese Common and Common Sense Knowledge Base for Sentiment Analysis (2012) (12)
- Ensemble Hybrid Learning Methods for Automated Depression Detection (2023) (12)
- Growing semantic vines for robust asset allocation (2019) (12)
- PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis (2019) (12)
- Seq2Seq Deep Learning Models for Microtext Normalization (2019) (12)
- Meta-based Self-training and Re-weighting for Aspect-based Sentiment Analysis (2022) (12)
- A learning scheme based on similarity functions for affective common-sense reasoning (2015) (11)
- Stock trading rule discovery with double deep Q-network (2021) (11)
- Affective neural networks and cognitive learning systems for big data analysis (2014) (11)
- AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network (2015) (11)
- Subjectivity Detection in Nuclear Energy Tweets (2017) (11)
- Sentiment-Oriented Information Retrieval: Affective Analysis of Documents Based on the SenticNet Framework (2016) (11)
- Crowd Intelligence: Conducting Asymmetric Impact-Performance Analysis Based on Online Reviews (2020) (11)
- MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop (2020) (11)
- Multimodal Sentiment Analysis (2018) (11)
- WME: Sense, Polarity and Affinity based Concept Resource for Medical Events (2016) (11)
- Sentiment Analysis in the Bio-Medical Domain (2017) (11)
- MuSe 2022 Challenge: Multimodal Humour, Emotional Reactions, and Stress (2022) (11)
- Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining (2013) (11)
- SLT-Based ELM for Big Social Data Analysis (2017) (10)
- Summary of MuSe 2020: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media (2020) (10)
- Computational Intelligence for Natural Language Processing [Guest Editorial] (2014) (10)
- Learning From Personal Longitudinal Dialog Data (2019) (10)
- Semantic Web Evaluation Challenge (2014) (10)
- Guest Editorial: Explainable artificial intelligence for sentiment analysis (2021) (10)
- Learning with Similarity Functions: a Tensor-Based Framework (2018) (10)
- JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation (2020) (9)
- Concept-Level Sentiment Analysis with SenticNet (2017) (9)
- Towards the Crowd Validation of the British National Health Service (2010) (9)
- Sentic Panalogy: Swapping Affective Common Sense Reasoning Strategies and Foci (2012) (9)
- Multitask Learning for Emotion and Personality Detection (2021) (9)
- Developing a concept-level knowledge base for sentiment analysis in Singlish (2016) (9)
- Multitask Balanced and Recalibrated Network for Medical Code Prediction (2021) (8)
- Deciphering Public Opinion of Nuclear Energy on Twitter (2020) (8)
- Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML) (2018) (8)
- Dynamic interactive multiview memory network for emotion recognition in conversation (2022) (8)
- Toward Aspect-Level Sentiment Modification Without Parallel Data (2021) (8)
- Business Taxonomy Construction Using Concept-Level Hierarchical Clustering (2019) (8)
- Ensemble Application of Transfer Learning and Sample Weighting for Stock Market Prediction (2019) (8)
- Balancing computational complexity and generalization ability: A novel design for ELM (2020) (8)
- Genetic Programming for Domain Adaptation in Product Reviews (2020) (8)
- Aspect-Sentiment Embeddings for Company Profiling and Employee Opinion Mining (2019) (7)
- Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding (2022) (7)
- Clustering Social Networks Using Interaction Semantics and Sentics (2012) (7)
- Beyond Text based sentiment analysis : Towards multi-modal systems (2014) (7)
- Does semantics aid syntax? An empirical study on named entity recognition and classification (2021) (7)
- Combining Textual Clues with Audio-Visual Information for Multimodal Sentiment Analysis (2018) (7)
- Storages Are Not Forever (2017) (7)
- Can a Humanoid Robot be part of the Organizational Workforce? A User Study Leveraging Sentiment Analysis (2019) (7)
- Sentic Parser: A Graph-Based Approach to Concept Extraction for Sentiment Analysis (2022) (6)
- WME 3.0: An Enhanced and Validated Lexicon of Medical Concepts (2018) (6)
- Social Media Marketing and Financial Forecasting (2020) (6)
- A Localization Toolkit for Sentic Net (2014) (6)
- Multitask learning for emotion and personality traits detection (2022) (6)
- Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English (2018) (6)
- MuSe 2021 Challenge: Multimodal Emotion, Sentiment, Physiological-Emotion, and Stress Detection (2021) (6)
- Auto-categorization of medical concepts and contexts (2017) (6)
- Switching Between Different Ways to Think - Multiple Approaches to Affective Common Sense Reasoning (2010) (6)
- A survey on XAI and natural language explanations (2023) (6)
- Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis (2015) (6)
- Intelligent fake reviews detection based on aspect extraction and analysis using deep learning (2022) (6)
- One Belt, One Road, One Sentiment? A Hybrid Approach to Gauging Public Opinions on the New Silk Road Initiative (2020) (6)
- Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings (2022) (6)
- Sentic Computing for Social Media Analysis, Representation, and Retrieval (2013) (6)
- Speaker-Independent Multimodal Sentiment Analysis for Big Data (2019) (5)
- Multi-source aggregated classification for stock price movement prediction (2022) (5)
- Graph Routing between Capsules (2021) (5)
- Enriching Social Communication through Semantics and Sentics (2011) (5)
- Fake News Detection Using XLNet Fine-Tuning Model (2021) (5)
- Learning Word Vectors in Deep Walk using Convolution (2017) (5)
- Understanding the Role of Social Media in Backpacker Tourism (2019) (5)
- Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT (2023) (5)
- Semantic Web Evaluation Challenge: SemWebEval 2014 at ESWC 2014, Anissaras, Crete, Greece, May 25-29, 2014, Revised Selected Papers (2014) (5)
- MediConceptNet: An Affinity Score Based Medical Concept Network (2017) (5)
- Open Secrets and Wrong Rights: Automatic Satire Detection in English Text (2017) (5)
- Employing sentiment-based affinity and gravity scores to identify relations of medical concepts (2017) (5)
- Artificial Intelligence, Social Media and Supply Chain Management: The Way Forward (2021) (5)
- Gender-based multi-aspect sentiment detection using multilabel learning (2022) (5)
- Virtual prompt pre-training for prototype-based few-shot relation extraction (2022) (4)
- Multitask Recalibrated Aggregation Network for Medical Code Prediction (2021) (4)
- Fusing topology contexts and logical rules in language models for knowledge graph completion (2022) (4)
- Language Models as Inductive Reasoners (2022) (4)
- Predicting video engagement using heterogeneous DeepWalk (2021) (4)
- Time Expression and Named Entity Recognition (2021) (4)
- GpSense: A GPU-Friendly Method for Commonsense Subgraph Matching in Massively Parallel Architectures (2016) (4)
- Toward hardware-aware deep-learning-based dialogue systems (2021) (4)
- Concept-Level Sentiment Analysis (2014) (4)
- Predicting Future Market Trends: Which Is the Optimal Window? (2019) (4)
- Mood of the Planet: Challenging Visions of Big Data in the Arts (2021) (4)
- Affective Reasoning for Big Social Data Analysis (2017) (4)
- Semantic Models for Style-Based Text Clustering (2011) (4)
- Semantically Enhanced Models for Commonsense Knowledge Acquisition (2018) (4)
- A Multitask Learning Framework for Multimodal Sentiment Analysis (2021) (4)
- Let’s Chat about Brexit! A Politically-Sensitive Dialog System Based on Twitter Data (2017) (4)
- GECKA3D: A 3D Game Engine for Commonsense Knowledge Acquisition (2016) (4)
- Guest Editorial: Industrial Internet of Things: Where Are We and What Is Next? (2021) (4)
- Text-Image Sentiment Analysis (2018) (4)
- A Localization Toolkit for SenticNet (2015) (4)
- Concept-level sentiment analysis: a world wide web conference 2014 tutorial (2014) (4)
- ASR Hypothesis Reranking Using Prior-Informed Restricted Boltzmann Machine (2017) (4)
- Soft computing for recommender systems and sentiment analysis (2022) (4)
- New trends and applications in social media analytics (2021) (4)
- Arabic sentiment analysis using dependency-based rules and deep neural networks (2022) (3)
- Towards IMACA: Intelligent Multimodal Affective Conversational Agent (2012) (3)
- Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching (2016) (3)
- MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER (2021) (3)
- A Review of Sentiment Analysis Research in Chinese Language (2017) (3)
- Knowledge graph representation and reasoning (2021) (3)
- Multitask learning for multilingual intent detection and slot filling in dialogue systems (2022) (3)
- Muscle synergies for reliable classification of arm motions using myoelectric interface (2015) (3)
- Sentiment Analysis, Basic Tasks of (2017) (3)
- Learning Visual Concepts in Images Using Temporal Convolutional Networks (2018) (3)
- Landmark calibration for facial expressions and fish classification (2021) (3)
- Emotion Recognition on Edge Devices: Training and Deployment (2021) (3)
- Sentiment Analysis as a Multidisciplinary Research Area (2022) (3)
- Intelligent Bayesian Asset Allocation via Market Sentiment Views (2018) (3)
- Sentic Patterns: Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2018) (2)
- Development of a Diplomatic, Information, Military, Health, and Economic Effects Modeling System (2013) (2)
- Industrial Internet of Things (IIoT): Where we are and What's next (2021) (2)
- Sentic Neural Networks: A Novel Cognitive Model for Affective Common Sense Reasoning (2012) (2)
- Application to Sentiment Analysis (2017) (2)
- COAL: Convolutional Online Adaptation Learning for Opinion Mining (2020) (2)
- This! Identifying New Sentiment Slang Through Orthographic Pleonasm Online: Yasss Slay Gorg Queen Ilysm (2021) (2)
- Proceedings of ELM-2014 Volume 1 (2015) (2)
- Deep-Attack over the Deep Reinforcement Learning (2022) (2)
- A Prototype System for Monitoring Emotion and Sentiment Trends Towards Nuclear Energy on Twitter Using Deep Learning (2021) (2)
- Semantic Sentiment Analysis Challenge at ESWC2018 (2018) (2)
- ConNER: Consistency Training for Cross-lingual Named Entity Recognition (2022) (2)
- Basic tasks of sentiment analysis (2017) (2)
- Common and Common-Sense Knowledge Integration for Concept-Level Sentiment Analysis (2014) (2)
- Concept Extraction from Natural Text for Concept Level Text Analysis (2018) (2)
- Application of common sense computing for the development of a novel knowledge-based opinion mining engine (2011) (2)
- ECPEC: Emotion-Cause Pair Extraction in Conversations (2022) (2)
- Interpretable Representation Learning for Personality Detection (2021) (2)
- A Novel Non-Iterative Parameter Estimation Method for Interval Type-2 Fuzzy Neural Networks Based on a Dynamic Cost Function (2019) (2)
- Semantic matching in machine reading comprehension: An empirical study (2022) (2)
- Survey on sentiment analysis: evolution of research methods and topics (2023) (2)
- "Hang In There: " Lexical and Visual Analysis to Identify Posts Warranting Empathetic Responses (2019) (2)
- Sentic Maxine: Multimodal Affective Fusion and Emotional Paths (2012) (1)
- Proceedings of ELM-2016 (2018) (1)
- Using Word Sense as a Latent Variable in LDA Can Improve Topic Modeling (2014) (1)
- TOMN: Constituent-Based Tagging Scheme (2021) (1)
- SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition (2022) (1)
- Affect Detection From Wearables in the “Real” Wild: Fact, Fantasy, or Somewhere In between? (2023) (1)
- Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human Actions (2022) (1)
- Concept-Based Embeddings for Natural Language Processing (2018) (1)
- Gaussian correction for adversarial learning of boundaries (2022) (1)
- Named Entity Analysis and Extraction with Uncommon Words (2018) (1)
- A Brief Survey on Recent Advances in Coreference Resolution (2022) (1)
- Intelligent Asset Management (2019) (1)
- Guest Editorial: A Decade of Sentic Computing (2022) (1)
- GPU-based Commonsense Paradigms Reasoning for Real-Time Query Answering and Multimodal Analysis (2018) (1)
- EmoSenticSpace: Dense Concept-Based Affective Features with Common-Sense Knowledge (2018) (1)
- End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion (2023) (1)
- Soft labeling constraint for generalizing from sentiments in single domain (2022) (1)
- Preface to sentiment elicitation from natural text for information retrieval and extraction (2013) (1)
- Joint Proceedings of the 1st Workshop on Semantic Sentiment Analysis (SSA2014), and the Workshop on Social Media and Linked Data for Emergency Response (SMILE 2014) co-located with 11th European Seman (2015) (1)
- Guest Editorial: Knowledge Graph Representation and Reasoning (2021) (1)
- Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment (2023) (1)
- Teaching Simulations Supported by Artificial Intelligence in the Real World (2023) (1)
- Transformer-Based Bidirectional Encoder Representations for Emotion Detection from Text (2021) (1)
- Saving Earth One Tweet at a Time through the Lens of Artificial Intelligence (2022) (1)
- Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016) (1)
- Stress Detection from Social Media Articles: New Dataset Benchmark and Analytical Study (2022) (1)
- Classifying World Englishes from a Lexical Perspective: A Corpus-Based Approach (2017) (0)
- Session details: SocialNLP 2015 (2015) (0)
- Erratum: Common Sense Knowledge Based Personality Recognition from Text (2013) (0)
- JCBIE: a joint continual learning neural network for biomedical information extraction (2022) (0)
- MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning (2023) (0)
- Theoretical Underpinnings on Text Mining (2019) (0)
- Child and Youth Affective Computing—Challenge Accepted (2022) (0)
- Guest Editorial Special Issue on Concept-Level Opinion and Sentiment Analysis (2012) (0)
- Tbexplain: A Text-Based Explanation Method for Scene Classification Models with the Statistical Prediction Correction (2023) (0)
- Common Sense Knowledge for Handwritten Chinese Text Recognition (2012) (0)
- Selecting Language Models Features VIA Software-Hardware Co-Design (2023) (0)
- AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network (2014) (0)
- Preface to SENTIRE 2014 (2015) (0)
- A survey on syntactic processing techniques (2022) (0)
- Guest Editorial: A Decade of Sentic Computing (2022) (0)
- International Journal of Advance Research in Computer Science and Management Studies (2018) (0)
- SynTime: Token Types and Heuristic Rules (2021) (0)
- Analysis of Twitter Data Using Classification Approach (2017) (0)
- Application of Common Sense Computing to enable the development of next-generation Semantic Web Applications (2009) (0)
- Inducing Word Senses for Cross-lingual Document Clustering (2013) (0)
- Efficient Semantic Search Over Structured Web Data: A GPU Approach (2017) (0)
- Storage and Update of Knowledge (2019) (0)
- MuSe 2020 Chairs' Welcome (2020) (0)
- Literature Survey and Datasets (2018) (0)
- Robo-Advisory (2019) (0)
- SLT-Based ELM for Big Social Data Analysis (2016) (0)
- Logical Reasoning over Natural Language as Knowledge Representation: A Survey (2023) (0)
- Adaptive Knowledge Distillation between Text and Speech Pre-trained Models (2023) (0)
- Investigating the Impact of Public Mood in the Stock Market (2018) (0)
- End-to-End latent-variable task-oriented dialogue system with exact log-likelihood optimization (2019) (0)
- Enhancing Arabic‐text feature extraction utilizing label‐semantic augmentation in few/zero‐shot learning (2023) (0)
- Time expression recognition and normalization: a survey (2023) (0)
- Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT (2023) (0)
- Microtext Normalization for Chatbots (2019) (0)
- A Multi-task Learning Model for Gold-two-mention Co-reference Resolution (2023) (0)
- MiMuSA—mimicking human language understanding for fine-grained multi-class sentiment analysis (2023) (0)
- An N-gram-Based BERT model for Sentiment Classification Using Movie Reviews (2022) (0)
- Conclusion and Future Work (2021) (0)
- Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT (2023) (0)
- Sarcasm Detection in News Headlines using Supervised Learning (2022) (0)
- Commonsense Knowledge as the Glue in a Hybrid Model of Computational Creativity (2014) (0)
- Data Analysis (2021) (0)
- Bridging Cognitive Models and Recommender Systems (2020) (0)
- FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis (2023) (0)
- Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines (2016) (0)
- Computational Semantics for Asset Correlations (2019) (0)
- Learning with Similarity Functions: a Tensor-Based Framework (2018) (0)
- Mood of the Planet: Challenging Visions of Big Data in the Arts (2021) (0)
- Introduction (2019) (0)
- Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management (2018) (0)
- A Hybrid Ai Framework for Multi-Label Toxicity Category Detection (2023) (0)
- Concluding Remarks (2019) (0)
- What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules (2018) (0)
- New researchmethods & algorithms in social network analysis (2020) (0)
- Storages Are Not Forever (2017) (0)
- A survey of graph processing on graphics processing units (2018) (0)
- Introduction (2021) (0)
- Literature Review (2021) (0)
- for Affective Common-Sense Reasoning (2015) (0)
- MICE: A Crosslinguistic Emotion Corpus in Malay, Indonesian, Chinese and English (2021) (0)
- Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis (2023) (0)
- Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (0)
- Tracing Linguistic Relations in Winning and Losing Sides of Explicit Opposing Groups (2017) (0)
- Sentic Computing for Social Network Analysis (2017) (0)
- Sentiment Analysis for View Modeling (2019) (0)
- Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes (2020) (0)
- Can a Humanoid Robot be part of Organizational Work Force? A User Study leveraging on Sentiment Analysis. (2019) (0)
- Literature Review and Preliminaries (2019) (0)
- A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond (2020) (0)
- Making Sense of Sentiments for Aesthetic Plastic Surgery (2022) (0)
- Sentic Computing for social media marketing (2011) (0)
- New Avenues in Mobile Tourism (2020) (0)
- Introduction Affective neural networks and cognitive learning systems for big data analysis (2014) (0)
- ESSEM 2015 Emotion and Sentiment in Social and Expressive Media. (2015) (0)
- Multilingual sentiment analysis: from formal to informal and scarce resource languages (2016) (0)
- Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features (2014) (0)
- Arabic question answering system: a survey (2021) (0)
- Proceedings of ELM-2014 Volume 2 (2015) (0)
- Proceedings of ELM-2014 Volume 2: Applications (2014) (0)
- A semantics-aware approach for multilingual natural language inference (2023) (0)
- Time Expression Recognition and Normalization: A Survey 1 (2023) (0)
- Ensemble application of ELM and GPU for real-time multimodal sentiment analysis (2017) (0)
- Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis (2018) (0)
- Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (0)
- Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health (2023) (0)
- Disambiguating word sentiment polarity through Bayesian modeling and opinion-level features (2015) (0)
- A Mixed Approach for Aggressive Political Discourse Analysis on Twitter (2022) (0)
- An Attention-Based Model for Learning Dynamic Interaction Networks (2019) (0)
- DUSE: A New Benchmark Dataset for Drug User Sentiment Extraction (2021) (0)
- Discovering Power Laws in Entity Length (2018) (0)
- A Hotel Ranking Model Through Online Reviews With Aspect-Based Sentiment Analysis (2022) (0)
- Proceedings of ELM-2014 Volume 1: Algorithms and Theories (2014) (0)
- Sentiment Analysis of Influential Messages for Political Election Forecasting (2019) (0)
- A Decade of Sentic Computing (2019) (0)
- A Review of Deep Learning for Video Captioning (2023) (0)
- Guest Editorial: Sentiment Analysis as a Multidisciplinary Research Area (2022) (0)
- Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis (2018) (0)
- Discrete classification of upper limb motions using myoelectric interface (2015) (0)
- Stress Identification in Online Social Networks (2022) (0)
- Session details: MABSDA'13 workshop (2013) (0)
- Does Social Media Sentiment Predict Bitcoin Trading Volume? (2022) (0)
- UGTO: Uncommon Words and Proper Nouns (2021) (0)
- Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis (2019) (0)
- Disentangled Retrieval and Reasoning for Implicit Question Answering. (2022) (0)
- Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis (2014) (0)
- Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication (2022) (0)
- Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System (2012) (0)
- Collective copyright: enabling the natural evolution of content creation in the web era (2014) (0)
- BLM-17m: A Large-Scale Dataset for Black Lives Matter Topic Detection on Twitter (2021) (0)
- Semi-supervised Learning for Affective Common-Sense Reasoning (2016) (0)
- AutoML-Emo: Automatic Knowledge Selection Using Congruent Effect for Emotion Identification in Conversations (2022) (0)
- Sentiment Analysis , Basic Tasks of Iti (2017) (0)
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