🧑‍🔬 Erik Cambria — all works

41 works · ← Erik Cambria

1. Tensor Fusion Network for Multimodal Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Amir Zadeh, Minghai Chen, Soujanya Poria, et al.2017 · 2,125 citations
2. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsAnnual Meeting of the Association for Computational Linguistics (ACL)Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,674 citations
3. Deep Learning — based Text Classification ↗ACM Computing Surveys · no summary yetShervin Minaee et al.2021 · 1,544 citations
4. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAnnual Meeting of the Association for Computational Linguistics (ACL)AmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,522 citations
5. Context-Dependent Sentiment Analysis in User-Generated VideosAnnual Meeting of the Association for Computational Linguistics (ACL)Soujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,029 citations
6. 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 · no summary yetSoujanya Poria, Erik Cambria, Alexander Gelbukh2015 · 568 citations
7. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 543 citations
8. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 526 citations
9. A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural NetworksInternational Conference on Computational Linguistics (COLING)Soujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2016 · 335 citations
10. Anaphora and Coreference Resolution: A Review ↗arXiv:1805.11824 · no summary yetRhea Sukthanker et al.2018 · 226 citations
11. AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetErik Cambria et al.2015 · 199 citations
12. Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetWei Zhao et al.2019 · 167 citations
13. 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 · no summary yetNavonil Majumder et al.2018 · 144 citations
14. Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and BeyondIEEE Transactions on Knowledge and Data EngineeringFangzhi Xu, Qika Lin, Jiawei Han, et al.2023 · 142 citations
15. MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRan Zhou et al.2022 · 125 citations
16. SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning ↗Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) · no summary yetPrerna Chikersal, Soujanya Poria, Erik Cambria2015 · 118 citations
17. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery ↗arXiv:2309.02726 · no summary yetZonglin Yang et al.2023 · 96 citations
18. Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetDevamanyu Hazarika et al.2018 · 94 citations
19. Intelligent fake reviews detection based on aspect extraction and analysis using deep learning ↗Neural Computing and Applications · no summary yetGourav Bathla et al.2022 · 92 citations
20. Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMengshi Ge, Rui Mao, Erik Cambria2022 · 91 citations
21. Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetFrank Xing et al.2020 · 90 citations
22. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsInternational Conference on Computational Linguistics (COLING)Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
23. A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsarXiv:2310.05694Kai He, Rui Mao, Qika Lin, et al.2023 · 86 citations
24. GPTEval: A Survey on Assessments of ChatGPT and GPT-4Language Resources and Evaluation Conference (LREC)Rui Mao, Guanyi Chen, Xulang Zhang, et al.2024 · 75 citations
25. Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetErik Cambria, Daniel J. Olsher, Kenneth Kwok75 citations
26. 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 (Volume 1: Long Papers) · no summary yetXiaoshi Zhong, Aixin Sun, Erik Cambria2017 · 73 citations
27. Language Models as Inductive ReasonersConference of the European Chapter of the Association for Computational Linguistics (EACL)Zonglin Yang, Li Dong, Xinya Du, et al.2024 · 70 citations
28. TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetQika Lin et al.2023 · 64 citations
29. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ↗arXiv:2410.07076 · no summary yetZonglin Yang et al.2024 · 36 citations
30. Logical Reasoning over Natural Language as Knowledge Representation: A SurveyarXiv:2303.12023Zonglin Yang, Xinya Du, Rui Mao, et al.2023 · 27 citations
31. ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition ↗arXiv:2503.21248 · no summary yetYujie Liu et al.2025 · 25 citations
32. 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) · no summary yetXiao Wei et al.2024 · 11 citations
33. Task-Aware Self-Supervised Framework for Dialogue Discourse ParsingFindings of the Association for Computational LinguisticsWei Li, Luyao Zhu, Wei Shao, et al.2023 · 10 citations
34. Developing a concept-level knowledge base for sentiment analysis in SinglishLecture notes in computer scienceRajiv Bajpai; Soujanya Poria; Danyun Ho;, Erik Cambria2017 · 10 citations
35. Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement LearningFindings of the Association for Computational LinguisticsWenjin Liu, Haoran Luo, Xueyuan Lin, et al.2026 · 3 citations
36. LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General IntelligenceFindings of the Association for Computational LinguisticsWenjin Liu, Haoran Luo, Xin Feng, et al.2026 · 2 citations
37. Appraisal Theory-Informed Emotion PredictionLanguage Resources and Evaluation Conference (LREC)Xiaowei Wang, Jayant Teotia, Rui Mao, et al.2026
38. Evaluating Multimodal Large Language Model Narrative Interpretation through the Lens of Appraisal TheoryLanguage Resources and Evaluation Conference (LREC)Jayant Teotia, Xiaowei Wang, Xulang Zhang, et al.2026
39. Implicit Bias in Peer Review: Through the Lens of Language AbstractionLanguage Resources and Evaluation Conference (LREC)Xulang Zhang, Rui Mao, Erik Cambria2026
40. Mapping Liberty Metaphors across Cultures and TimeLanguage Resources and Evaluation Conference (LREC)Sidney Suen, Rui Mao, Kenneth Kwok, et al.2026
41. The Evolution of Philosophy: A Metaphorical Cognition PerspectiveLanguage Resources and Evaluation Conference (LREC)Rui Mao, Dapeng Chen, Zihao Huang, et al.2026

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