| 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 |
| EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding | Dec 11, 2024 | Depression DetectionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| 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 |
| SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations | May 19, 2024 | Decision MakingEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| 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 |
| 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 |
| 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 |
