🧑‍🔬 Soujanya Poria — all works

36 works · ← Soujanya Poria

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. 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
4. 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
5. DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationConference on Empirical Methods in Natural Language Processing (EMNLP)Deepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 853 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. Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Han, Hui Chen, Soujanya Poria2021 · 564 citations
8. 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
9. 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
10. COSMIC: COmmonSense knowledge for eMotion Identification in Conversations ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetDeepanway Ghosal et al.2020 · 447 citations
11. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 401 citations
12. 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
13. Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Annual Meeting of the Association for Computational Linguistics (ACL)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 320 citations
14. MIME: MIMicking Emotions for Empathetic Response GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Navonil Majumder, Pengfei Hong, Shanshan Peng, et al.2020 · 278 citations
15. Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetMd Shad Akhtar et al.2019 · 230 citations
16. Towards Multimodal Sarcasm Detection (An \textitObviously Perfect Paper)Annual Meeting of the Association for Computational Linguistics (ACL)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 228 citations
17. Anaphora and Coreference Resolution: A Review ↗arXiv:1805.11824 · no summary yetRhea Sukthanker et al.2018 · 226 citations
18. Contextual Inter-modal Attention for Multi-modal Sentiment Analysis ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDeepanway Ghosal et al.2018 · 204 citations
19. 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
20. 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
21. RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionFindings of the Association for Computational LinguisticsYew Ken Chia, Lidong Bing, Soujanya Poria, et al.2022 · 141 citations
22. 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
23. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ↗arXiv:2305.13269 · no summary yetXingxuan Li et al.2023 · 112 citations
24. Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment ↗arXiv:2308.09662 · no summary yetRishabh Bhardwaj, Soujanya Poria2023 · 108 citations
25. MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJianing Yang et al.2021 · 106 citations
26. INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language ModelsarXiv:2306.04757Yew Ken Chia, Pengfei Hong, Lidong Bing, et al.2023 · 96 citations
27. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery ↗arXiv:2309.02726 · no summary yetZonglin Yang et al.2023 · 96 citations
28. 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
29. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsInternational Conference on Computational Linguistics (COLING)Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
30. KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetDeepanway Ghosal et al.2020 · 80 citations
31. Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task ArithmeticAnnual Meeting of the Association for Computational Linguistics (ACL)Rishabh Bhardwaj, Duc Anh Do, Soujanya Poria2024 · 59 citations
32. Contrastive Chain-of-Thought PromptingarXiv:2311.09277Yew Ken Chia, Guizhen Chen, Luu Anh Tuan, et al.2023 · 45 citations
33. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ↗arXiv:2410.07076 · no summary yetZonglin Yang et al.2024 · 36 citations
34. M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP)Yew Ken Chia, Liying Cheng, Hou Pong Chan, et al.2025 · 21 citations
35. So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAbhinav Ramesh Kashyap et al.2022 · 19 citations
36. DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification ↗Proceedings of the 29th International Conference on Computational Linguistics · no summary yetHui Chen et al.2022 · 13 citations

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