Erik Cambria
Orcid: 0000-0002-3030-1280Affiliations:
- Nanyang Technological University, Singapore
According to our database1,
Erik Cambria
authored at least 465 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
ACM Comput. Surv., September, 2024
Expert Syst. J. Knowl. Eng., August, 2024
Dialogue emotion model based on local-global context encoder and commonsense knowledge fusion attention.
Int. J. Mach. Learn. Cybern., July, 2024
Cogn. Comput., July, 2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Inf. Fusion, April, 2024
Integrating graph embedding and neural models for improving transition-based dependency parsing.
Neural Comput. Appl., February, 2024
XTime: A general rule-based method for time expression recognition and normalization.
Knowl. Based Syst., 2024
Emotion-and-knowledge grounded response generation in an open-domain dialogue setting.
Knowl. Based Syst., 2024
Interest-driven community detection on attributed heterogeneous information networks.
Inf. Fusion, 2024
Inf. Fusion, 2024
Neurocomputing, 2024
AdaCLF: An Adaptive Curriculum Learning Framework for Emotional Support Conversation.
IEEE Intell. Syst., 2024
Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms?
IEEE Intell. Syst., 2024
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models.
CoRR, 2024
The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition.
CoRR, 2024
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition.
CoRR, 2024
SemEval 2024 - Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF).
CoRR, 2024
CoRR, 2024
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2024
TbExplain: A Text-Based Explanation Method for Scene Classification Models With the Statistical Prediction Correction.
Proceedings of the Conference on Governance, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Inf. Fusion, December, 2023
MEGACare: Knowledge-guided multi-view hypergraph predictive framework for healthcare.
Inf. Fusion, December, 2023
Artif. Intell. Rev., December, 2023
Knowl. Based Syst., November, 2023
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application.
Artif. Intell. Rev., November, 2023
Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis.
ACM Trans. Manag. Inf. Syst., September, 2023
Enhancing Arabic-text feature extraction utilizing label-semantic augmentation in few/zero-shot learning.
Expert Syst. J. Knowl. Eng., September, 2023
Artif. Intell. Rev., September, 2023
MiMuSA - mimicking human language understanding for fine-grained multi-class sentiment analysis.
Neural Comput. Appl., July, 2023
Artif. Intell. Rev., April, 2023
Cogn. Comput., March, 2023
Artif. Intell. Rev., March, 2023
ACM Trans. Intell. Syst. Technol., February, 2023
IEEE Trans. Comput. Soc. Syst., February, 2023
Int. J. Inf. Technol. Decis. Mak., January, 2023
IEEE Trans. Affect. Comput., 2023
The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection.
IEEE Trans. Affect. Comput., 2023
IEEE Trans. Affect. Comput., 2023
AutoML-Emo: Automatic Knowledge Selection Using Congruent Effect for Emotion Identification in Conversations.
IEEE Trans. Affect. Comput., 2023
IEEE Trans. Affect. Comput., 2023
Lang. Resour. Evaluation, 2023
Gated recurrent unit with multilingual universal sentence encoder for Arabic aspect-based sentiment analysis.
Knowl. Based Syst., 2023
Inf. Process. Manag., 2023
Dynamic interactive multiview memory network for emotion recognition in conversation.
Inf. Fusion, 2023
Inf. Fusion, 2023
Fusing topology contexts and logical rules in language models for knowledge graph completion.
Inf. Fusion, 2023
Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions.
Inf. Fusion, 2023
Multitask learning for multilingual intent detection and slot filling in dialogue systems.
Inf. Fusion, 2023
IEEE Intell. Syst., 2023
Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT.
IEEE Intell. Syst., 2023
Expert Syst. Appl., 2023
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics.
CoRR, 2023
CoRR, 2023
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition.
CoRR, 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation From Deductive, Inductive and Abductive Views.
CoRR, 2023
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
CoRR, 2023
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT.
CoRR, 2023
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment.
Cogn. Comput., 2023
Artif. Intell. Rev., 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Workshop Proceedings of the 19th International Conference on Intelligent Environments (IE2023), 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
How Can Natural Language Processing and Generative AI Address Grand Challenges of Quantitative User Personas?
Proceedings of the HCI International 2023 - Late Breaking Papers, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
JCBIE: a joint continual learning neural network for biomedical information extraction.
BMC Bioinform., December, 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Real-Time Video Emotion Recognition Based on Reinforcement Learning and Domain Knowledge.
IEEE Trans. Circuits Syst. Video Technol., 2022
IEEE Trans. Artif. Intell., 2022
IEEE Trans. Artif. Intell., 2022
Signal Process. Image Commun., 2022
Signal Image Video Process., 2022
Does semantics aid syntax? An empirical study on named entity recognition and classification.
Neural Comput. Appl., 2022
Neural Comput. Appl., 2022
Neural Comput. Appl., 2022
Intelligent fake reviews detection based on aspect extraction and analysis using deep learning.
Neural Comput. Appl., 2022
Knowl. Based Syst., 2022
Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks.
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
Inf. Sci., 2022
Inf. Fusion, 2022
Neurocomputing, 2022
Neurocomputing, 2022
Future Internet, 2022
IEEE Intell. Syst., 2022
ACM Comput. Surv., 2022
Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts.
CoRR, 2022
The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts.
CoRR, 2022
Cogn. Comput., 2022
Appl. Soft Comput., 2022
Appl. Soft Comput., 2022
The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Stress Detection from Social Media Articles: New Dataset Benchmark and Analytical Study.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 43rd International Conference on Information Systems, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Comput. Soc. Syst., 2021
Pattern Recognit. Lett., 2021
Knowl. Based Syst., 2021
Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning.
Inf. Fusion, 2021
Comment toxicity detection via a multichannel convolutional bidirectional gated recurrent unit.
Neurocomputing, 2021
Neurocomputing, 2021
Future Gener. Comput. Syst., 2021
This! Identifying New Sentiment Slang Through Orthographic Pleonasm Online: Yasss Slay Gorg Queen Ilysm.
IEEE Intell. Syst., 2021
IEEE Intell. Syst., 2021
IEEE Intell. Syst., 2021
IEEE Intell. Syst., 2021
IEEE Intell. Syst., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
A Convolutional Stacked Bidirectional LSTM with a Multiplicative Attention Mechanism for Aspect Category and Sentiment Detection.
Cogn. Comput., 2021
Transformer-Based Bidirectional Encoder Representations for Emotion Detection from Text.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021
MuSe 2021 Challenge: Multimodal Emotion, Sentiment, Physiological-Emotion, and Stress Detection.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
A Prototype System for Monitoring Emotion and Sentiment Trends Towards Nuclear Energy on Twitter Using Deep Learning.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021
2020
End-to-End latent-variable task-oriented dialogue system with exact log-likelihood optimization.
World Wide Web, 2020
Multim. Tools Appl., 2020
What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules.
J. Ambient Intell. Humaniz. Comput., 2020
The four dimensions of social network analysis: An overview of research methods, applications, and software tools.
Inf. Fusion, 2020
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020
Balancing computational complexity and generalization ability: A novel design for ELM.
Neurocomputing, 2020
Future Gener. Comput. Syst., 2020
IEEE Intell. Syst., 2020
Crowd Intelligence: Conducting Asymmetric Impact-Performance Analysis Based on Online Reviews.
IEEE Intell. Syst., 2020
CoRR, 2020
MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop.
CoRR, 2020
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes.
Cogn. Comput., 2020
Cogn. Comput., 2020
How Intense Are You? Predicting Intensities of Emotions and Sentiments using Stacked Ensemble [Application Notes].
IEEE Comput. Intell. Mag., 2020
User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models.
Appl. Soft Comput., 2020
Appl. Soft Comput., 2020
Artif. Intell. Rev., 2020
JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Summary of MuSe 2020: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild.
Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Bottom-Up and Top-Down: Predicting Personality with Psycholinguistic and Language Model Features.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
One Belt, One Road, One Sentiment? A Hybrid Approach to Gauging Public Opinions on the New Silk Road Initiative.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text.
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
2019
Pattern Recognit. Lett., 2019
Learning short-text semantic similarity with word embeddings and external knowledge sources.
Knowl. Based Syst., 2019
Learning binary codes with neural collaborative filtering for efficient recommendation systems.
Knowl. Based Syst., 2019
Inf. Process. Manag., 2019
A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks.
Inf. Process. Manag., 2019
Modelling customer satisfaction from online reviews using ensemble neural network and effect-based Kano model.
Int. J. Prod. Res., 2019
Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods.
Neurocomputing, 2019
IEEE Intell. Syst., 2019
IEEE Intell. Syst., 2019
Expert Syst. Appl., 2019
CoRR, 2019
IEEE Comput. Intell. Mag., 2019
Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial].
IEEE Comput. Intell. Mag., 2019
Can a Humanoid Robot be part of the Organizational Workforce? A User Study Leveraging Sentiment Analysis.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Ensemble Application of Transfer Learning and Sample Weighting for Stock Market Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
A Novel Non-Iterative Parameter Estimation Method for Interval Type-2 Fuzzy Neural Networks Based on a Dynamic Cost Function.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis.
Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019
Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Memetic Comput., 2018
Knowl. Based Syst., 2018
Knowl. Based Syst., 2018
J. Frankl. Inst., 2018
Inf. Fusion, 2018
Distinguishing between facts and opinions for sentiment analysis: Survey and challenges.
Inf. Fusion, 2018
IEEE Intell. Syst., 2018
IEEE Intell. Syst., 2018
GPU-based Commonsense Paradigms Reasoning for Real-Time Query Answering and Multimodal Analysis.
CoRR, 2018
Cogn. Comput., 2018
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management.
Cogn. Comput., 2018
Cogn. Comput., 2018
IEEE Comput. Intell. Mag., 2018
IEEE Comput. Intell. Mag., 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 9th Global Wordnet Conference, 2018
BabelSenticNet: A Commonsense Reasoning Framework for Multilingual Sentiment Analysis.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the Semantic Web Challenges, 2018
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Inf. Fusion, 2017
Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis.
Neurocomputing, 2017
IEEE Intell. Syst., 2017
CoRR, 2017
Multilingual sentiment analysis: from formal to informal and scarce resource languages.
Artif. Intell. Rev., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Employing sentiment-based affinity and gravity scores to identify relations of medical concepts.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Ensemble application of convolutional and recurrent neural networks for multi-label text categorization.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Let's Chat about Brexit! A Politically-Sensitive Dialog System Based on Twitter Data.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Tracing Linguistic Relations in Winning and Losing Sides of Explicit Opposing Groups.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
Radical-Based Hierarchical Embeddings for Chinese Sentiment Analysis at Sentence Level.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
"Hang In There: " Lexical and Visual Analysis to Identify Posts Warranting Empathetic Responses.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
Proceedings of the Semantic Web Challenges, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Sentiment-Oriented Information Retrieval: Affective Analysis of Documents Based on the SenticNet Framework.
Proceedings of the Sentiment Analysis and Ontology Engineering, 2016
Knowl. Based Syst., 2016
A multilingual semi-supervised approach in deriving Singlish sentic patterns for polarity detection.
Knowl. Based Syst., 2016
Knowl. Based Syst., 2016
Knowl. Based Syst., 2016
Polarity shift detection, elimination and ensemble: A three-stage model for document-level sentiment analysis.
Inf. Process. Manag., 2016
Emotion and sentiment in social and expressive media: Introduction to the special issue.
Inf. Process. Manag., 2016
Fusing audio, visual and textual clues for sentiment analysis from multimodal content.
Neurocomputing, 2016
Cogn. Comput., 2016
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis.
Cogn. Comput., 2016
Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016
IEEE Comput. Intell. Mag., 2016
IEEE Comput. Intell. Mag., 2016
Comput. Hum. Behav., 2016
Proceedings of the 8th Global WordNet Conference, 2016
Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the COLING 2016, 2016
SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives.
Proceedings of the COLING 2016, 2016
GpSense: A GPU-Friendly Method for Commonsense Subgraph Matching in Massively Parallel Architectures.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016
2015
Neural Networks, 2015
Document Representation with Statistical Word Senses in Cross-Lingual Document Clustering.
Int. J. Pattern Recognit. Artif. Intell., 2015
Acoustic template-matching for automatic emergency state detection: An ELM based algorithm.
Neurocomputing, 2015
Cogn. Comput., 2015
AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network.
Cogn. Comput., 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
A learning scheme based on similarity functions for affective common-sense reasoning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract).
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Semantic Outlier Detection for Affective Common-Sense Reasoning and Concept-Level Sentiment Analysis.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Muscle synergies for reliable classification of arm motions using myoelectric interface.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Neural Networks, 2014
Knowl. Based Syst., 2014
Knowl. Based Syst., 2014
IEEE Intell. Syst., 2014
IEEE Comput. Intell. Mag., 2014
Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article].
IEEE Comput. Intell. Mag., 2014
Collective copyright: enabling the natural evolution of content creation in the web era.
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis.
Proceedings of the the 4th Workshop on Making Sense of Microposts co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the ICAART 2014, 2014
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Proceedings of the Semantic Web Evaluation Challenge, 2014
Proceedings of the Second Workshop on Natural Language Processing for Social Media, 2014
SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Social Media Retrieval, 2013
Neurocomputing, 2013
Intention awareness: improving upon situation awareness in human-centric environments.
Hum. centric Comput. Inf. Sci., 2013
Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification.
IEEE Intell. Syst., 2013
IEEE Intell. Syst., 2013
A graph-based approach to commonsense concept extraction and semantic similarity detection.
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013
Sentic blending: Scalable multimodal fusion for the continuous interpretation of semantics and sentics.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013
Data intensive review mining for sentiment classification across heterogeneous domains.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Sentic PROMs: Application of sentic computing to the development of a novel unified framework for measuring health-care quality.
Expert Syst. Appl., 2012
Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System.
Cogn. Comput., 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
SenticNet 2: A Semantic and Affective Resource for Opinion Mining and Sentiment Analysis.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Sentic Neural Networks: A Novel Cognitive Model for Affective Common Sense Reasoning.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Application of common sense computing for the development of a novel knowledge-based opinion mining engine.
PhD thesis, 2011
Cogn. Comput., 2011
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011
Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-Dimensional Vector Space.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
2010
SenticSpace: Visualizing Opinions and Sentiments in a Multi-dimensional Vector Space.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
Switching Between Different Ways to Think - Multiple Approaches to Affective Common Sense Reasoning.
Proceedings of the Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues, 2010
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010
Proceedings of the Commonsense Knowledge, 2010
2009
Sentic Computing: Exploitation of Common Sense for the Development of Emotion-Sensitive Systems.
Proceedings of the Development of Multimodal Interfaces: Active Listening and Synchrony, 2009
Proceedings of the Biometric ID Management and Multimodal Communication, 2009