| 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 |
| 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 |
| UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause | Mar 30, 2024 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | —Unverified | 0 |
| Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction | Jan 31, 2024 | Emotion-Cause Pair ExtractionIn-Context Learning | —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 |
| How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning | May 4, 2023 | ARCCausal Discovery | 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 |
| Emotion Prediction Oriented method with Multiple Supervisions for Emotion-Cause Pair Extraction | Feb 24, 2023 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 0 |
| Emotion-Cause Pair Extraction as Question Answering | Jan 5, 2023 | Emotion-Cause Pair ExtractionQuestion Answering | —Unverified | 0 |
| Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction | Dec 4, 2022 | Emotion-Cause Pair Extraction | CodeCode Available | 0 |
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | Oct 1, 2022 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| 基于知识迁移的情感-原因对抽取(Emotion-Cause Pair Extraction Based on Knowledge-Transfer) | Oct 1, 2022 | Emotion-Cause Pair ExtractionTransfer Learning | —Unverified | 0 |
| 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 |
| 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 |
| Learning a General Clause-to-Clause Relationships for Enhancing Emotion-Cause Pair Extraction | Aug 29, 2022 | Emotion-Cause Pair Extraction | —Unverified | 0 |
