| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | Oct 1, 2022 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | CodeCode Available | 1 |
| 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 |
| 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 |
| SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations | May 19, 2024 | Decision MakingEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| 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 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 |
| 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 |
| An End-to-End Network for Emotion-Cause Pair Extraction | Mar 2, 2021 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study | Apr 10, 2023 | Aspect-Based Sentiment Analysis (ABSA)Emotion Cause Extraction | CodeCode Available | 1 |
| Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair Extractiongraph construction | CodeCode Available | 1 |
| EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding | Dec 11, 2024 | Depression DetectionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 |
| UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause | Mar 30, 2024 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | —Unverified | 0 |
| A Multi-Task Learning Neural Network for Emotion-Cause Pair Extraction | Aug 1, 2020 | Emotion-Cause Pair ExtractionMulti-Task Learning | —Unverified | 0 |
| A Unified Sequence Labeling Model for Emotion Cause Pair Extraction | Dec 1, 2020 | Emotion-Cause Pair Extraction | —Unverified | 0 |
| Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction | Jun 18, 2024 | Causal DiscoveryDomain Adaptation | —Unverified | 0 |
| Co-evolving Graph Reasoning Network for Emotion-Cause Pair Extraction | Jun 7, 2023 | Emotion-Cause Pair ExtractionMulti-Task Learning | —Unverified | 0 |
| ECQED: Emotion-Cause Quadruple Extraction in Dialogs | Jun 6, 2023 | Emotion-Cause Pair Extraction | —Unverified | 0 |
| ECSP: A New Task for Emotion-Cause Span-Pair Extraction and Classification | Mar 7, 2020 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | —Unverified | 0 |
| Emotion-Cause Pair Extraction as Question Answering | Jan 5, 2023 | Emotion-Cause Pair ExtractionQuestion Answering | —Unverified | 0 |
| Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme | Nov 1, 2020 | Emotion-Cause Pair Extraction | —Unverified | 0 |
| Emotion-Cause Pair Extraction in Customer Reviews | Dec 7, 2021 | Emotion-Cause Pair ExtractionWord Embeddings | —Unverified | 0 |
| Emotion-cause pair extraction method based on multi-granularity information and multi-module interaction | Apr 10, 2024 | Emotion-Cause Pair ExtractionPosition | —Unverified | 0 |
