A compilation of the publications featured in Deep Emotion Recognition in Textual Conversations: A Survey
Work in progress
- Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances, IEEE Access 2019
- Emotion Recognition in Conversations: A Survey Focusing on Context, Speaker Dependencies, and Fusion Methods, Electronics 2023
- Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research, IEEE Transactions on Affective Computing 2020
- A Survey of Textual Emotion Recognition and Its Challenges, IEEE Transactions on Affective Computing 2023
- IEMOCAP, JLRE 2008
- MELD, ACL 2019
- EmoryNLP, Workshop on Affective Content Analysis, 2018
- DailyDialog, AFNLP 2017
- SEMAINE, IEEE Transactions on Affective Computing 2012
- RECOLA, IEEE international conference and workshops on automatic face and gesture recognition 2013
- SILICONE, Findings of the Association for Computational Linguistics: EMNLP 2020
- Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network, AAAI 2020
- DialogueRNN: An Attentive RNN for Emotion Detection in Conversations, AAAI 2019
- An Iterative Emotion Interaction Network for Emotion Recognition in Conversations, COLING 2020
- A Self-Attentive Emotion Recognition Network, ICASSP 2020
- Context-Dependent Sentiment Analysis in User-Generated Videos, ACL 2017
- Adapted Dynamic Memory Network for Emotion Recognition in Conversation, IEEE Transactions on Affective Computing 2020
- DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations, ACL-IJCNLP 2021
- Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos, NAACL 2018
- ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection, EMNLP 2018
- Different Contextual Window Sizes Based RNNs for Multimodal Emotion Detection in Interactive Conversations, IEEE Acess 2020
- DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation, EMNLP 2019
- Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations, EMNLP 2020
- MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation, ACL-IJCNLP 2021
- Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition, COLING 2020
- MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations, ICASSP 2022
- Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations, EMNLP 2019
- Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer, COLING 2020
- Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection, ACL-IJCNLP 2021
- Directed Acyclic Graphs With Prototypical Networks for Few-Shot Emotion Recognition in Conversation, IEEE Acess 2023
- A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation, Findings EMNLP 2021
- COSMIC: COmmonSense knowledge for eMotion Identification in Conversations, Findings EMNLP 2020
- Sentiment- Emotion- and Context-Guided Knowledge Selection Framework for Emotion Recognition in Conversations, IEEE Transactions of Affective Computing 2022
- DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition, AAAI 2021
- Contrast and Generation Make BART a Good Dialogue Emotion Recognizer, AAAI 2022
- Emotion Recognition in Conversation from Variable-Length Context, ICASSP 2023
- Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge, Findings EMNLP 2021
- Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations, Findings EMNLP 2021
- Contextualized Emotion Recognition in Conversation as Sequence Tagging, SIGDIAL 2020
- Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations, Findings ACL 2023
- DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations, ACL 2023
- Directed Acyclic Graph Network for Conversational Emotion Recognition, ACL 2021
- An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations, Findings EMNLP 2023
- Hybrid Curriculum Learning for Emotion Recognition in Conversation, AAAI 2022
- DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis, COLING 2022
- S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation, AACL 2022
- DialoguePCN: Perception and Cognition Network for Emotion Recognition in Conversations, IEEE Acess 2023
- DialogueTRM: Exploring Multi-Modal Emotion Dynamics in Conversations, Findings EMNLP 2021
- CMCF-SRNet: A Cross-Modality Context Fusion and Semantic Refinement Network for Emotion Recognition in Conversation, ACL 2023
- Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation, EMNLP 2022
- Cluster-Level Contrastive Learning for Emotion Recognition in Conversations, IEEE Transactions of Affective Computing 2023
- DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations, Preprint 2023
- Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization, Findings EMNLP 2023
- A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection, EMNLP 2023
- Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition, EMNLP 2023
- InstructERC: Reforming Emotion Recognition in Conversation with a Multi-task Retrieval-based LLMs Framework, Preprint 2023
- Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations, ICASSP 2023
- EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition, Findings ACL 2022
- AutoML-Emo: Automatic Knowledge Selection Using Congruent Effect for Emotion Identification in Conversations, IEEE Transactions of Affective Computing 2023
- Graph Based Network with Contextualized Representations of Turns in Dialogue, EMNLP 2021
- Sdtn: Speaker dynamics tracking network for emotion recognition in conversation, ICASSP 2023
- MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations, COLING 2022
- A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation, Findings EMNLP 2021