| Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair Extractiongraph construction | 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 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| 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 |
| AIMA at SemEval-2024 Task 3: Simple Yet Powerful Emotion Cause Pair Analysis | Jan 19, 2025 | Emotion-Cause Pair ExtractionEmotion Classification | CodeCode Available | 0 |
| NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations | Aug 22, 2024 | Emotion-Cause Pair ExtractionEmotion Recognition | —Unverified | 0 |
| Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction | Jun 18, 2024 | Causal DiscoveryDomain Adaptation | —Unverified | 0 |
| Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations | Apr 25, 2024 | Emotion-Cause Pair ExtractionEmotion Recognition | —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 |
