| Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study | Apr 10, 2023 | Aspect-Based Sentiment Analysis (ABSA)Emotion Cause Extraction | CodeCode Available | 1 | 5 |
| MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models | Mar 31, 2024 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | CodeCode Available | 1 | 5 |
| A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction | Sep 16, 2022 | Emotion-Cause Pair ExtractionMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction | Jul 1, 2020 | Emotion-Cause Pair ExtractionEmotion Recognition | CodeCode Available | 1 | 5 |
| End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning | Nov 1, 2020 | Emotion-Cause Pair ExtractionMulti-Label Learning | CodeCode Available | 1 | 5 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 | 5 |
| SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations | May 19, 2024 | Decision MakingEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair Extractiongraph construction | CodeCode Available | 1 | 5 |
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | Oct 1, 2022 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| An End-to-End Network for Emotion-Cause Pair Extraction | Mar 2, 2021 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 | 5 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding | Dec 11, 2024 | Depression DetectionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| A Symmetric Local Search Network for Emotion-Cause Pair Extraction | Dec 1, 2020 | Emotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction | Sep 9, 2022 | Emotion-Cause Pair ExtractionMulti-Task Learning | CodeCode Available | 0 | 5 |
| LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task | Apr 2, 2024 | Emotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network | Dec 1, 2020 | Emotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| Emotion Prediction Oriented method with Multiple Supervisions for Emotion-Cause Pair Extraction | Feb 24, 2023 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair Analysis | Jan 19, 2025 | Emotion-Cause Pair ExtractionEmotion Classification | CodeCode Available | 0 | 5 |
| Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction | Dec 4, 2022 | Emotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data Augmentation | Apr 13, 2025 | Data AugmentationEmotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| PetKaz at SemEval-2024 Task 3: Advancing Emotion Classification with an LLM for Emotion-Cause Pair Extraction in Conversations | Apr 8, 2024 | Emotion-Cause Pair ExtractionEmotion Classification | CodeCode Available | 0 | 5 |
| A Dual-Questioning Attention Network for Emotion-Cause Pair Extraction with Context Awareness | Apr 15, 2021 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 0 | 5 |
| UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause | Mar 30, 2024 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | —Unverified | 0 | 0 |
