Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

24 September 2019

Papers citing "Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations"

50 / 105 papers shown

Title
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues David Sasu Zehui Wu Ziwei Gong Run Chen Pengyuan Shi Lin Ai Julia Hirschberg Natalie Schluter 58 1 0 16 Feb 2025
TED: Turn Emphasis with Dialogue Feature Attention for Emotion Recognition in Conversation Junya Ono Hiromi Wakaki 47 0 0 03 Jan 2025
Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks Enas Altarawneh Ameeta Agrawal Michael R. M. Jenkin Manos Papagelis 40 0 0 24 Aug 2024
MasonTigers at SemEval-2024 Task 10: Emotion Discovery and Flip Reasoning in Conversation with Ensemble of Transformers and Prompting Al Nahian Bin Emran Amrita Ganguly Sadiya Sayara Chowdhury Puspo Nishat Raihan Dhiman Goswami LRM 21 0 0 30 Jun 2024
Think out Loud: Emotion Deducing Explanation in Dialogues JiangNan Li Zheng-Shen Lin Lanrui Wang Q. Si Yanan Cao Mo Yu Peng Fu Weiping Wang Jie Zhou 29 0 0 07 Jun 2024
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition Xupeng Zha Huan Zhao Zixing Zhang 24 1 0 07 May 2024
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion Yuntao Shou Tao Meng Fuchen Zhang Nan Yin Keqin Li Mamba 36 22 0 27 Apr 2024
Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations Shen Zhang Haojie Zhang Jing Zhang Xudong Zhang Yimeng Zhuang Jinting Wu 41 2 0 25 Apr 2024
Context-Aware Siamese Networks for Efficient Emotion Recognition in Conversation Barbara Gendron Gaël Guibon 25 0 0 17 Apr 2024
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation Fangxu Yu Junjie Guo Zhen Wu Xinyu Dai 37 7 0 29 Mar 2024
Training A Small Emotional Vision Language Model for Visual Art Comprehension Jing Zhang Liang Zheng Meng Wang Dan Guo VLM 27 4 0 17 Mar 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models Arefa Mohammed Abbas Ansari Chandni Saxena Tanvir Ahmad MLLM 34 2 0 05 Mar 2024
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions Flor Miriam Plaza del Arco Alba Curry A. C. Curry Dirk Hovy 38 14 0 02 Mar 2024
Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview Heyang Liu Yu Wang Yanfeng Wang 27 0 0 01 Mar 2024
SemEval 2024 -- Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) Shivani Kumar Md. Shad Akhtar Erik Cambria Tanmoy Chakraborty LRM 29 23 0 29 Feb 2024
Hallucinations or Attention Misdirection? The Path to Strategic Value Extraction in Business Using Large Language Models Aline Ioste 40 1 0 21 Feb 2024
Enhancing Empathetic Response Generation by Augmenting LLMs with Small-scale Empathetic Models Zhou Yang Zhaochun Ren Yufeng Wang Shizhong Peng Haizhou Sun Xiaofei Zhu Xiangwen Liao 38 10 0 19 Feb 2024
TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation Taeyang Yun Hyunkuk Lim Jeong-Hoon Lee Min Song 32 11 0 16 Jan 2024
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling Rui Liu Yifan Hu Yi Ren Xiang Yin Haizhou Li 37 16 0 19 Dec 2023
Debiasing Multimodal Sarcasm Detection with Contrastive Learning Mengzhao Jia Can Xie Liqiang Jing 11 19 0 16 Dec 2023
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning Yuntao Shou Tao Meng Wei Ai Nan Yin Keqin Li 29 30 0 10 Dec 2023
E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation Fengyi Fu Lei Zhang Quan Wang Zhendong Mao 24 7 0 25 Nov 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition Yige Xu Zhiwei Zeng Zhiqi Shen VLM 25 3 0 23 Oct 2023
From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues Shivani Kumar S. Ramaneswaran Md. Shad Akhtar Tanmoy Chakraborty 28 23 0 19 Oct 2023
DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations Yazhou Zhang Mengyao Wang Youxi Wu Prayag Tiwari Qiuchi Li Benyou Wang Jing Qin 34 22 0 17 Oct 2023
EmoTwiCS: A Corpus for Modelling Emotion Trajectories in Dutch Customer Service Dialogues on Twitter Sofie Labat Thomas Demeester Véronique Hoste 44 6 0 10 Oct 2023
InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework Shanglin Lei Guanting Dong Xiaoping Wang Keheng Wang Sirui Wang 57 43 0 21 Sep 2023
Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement Shanglin Lei Xiaoping Wang Guanting Dong Jiang Li Yingjian Liu 29 2 0 18 Sep 2023
Dynamic Causal Disentanglement Model for Dialogue Emotion Detection Yuting Su Yichen Wei Weizhi Nie Sicheng Zhao Anan Liu 14 4 0 13 Sep 2023
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations Patrícia Pereira Rui Ribeiro Helena Moniz Luísa Coheur Joao Paulo Carvalho 27 6 0 08 Sep 2023
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue Shutong Feng Nurul Lubis Benjamin Ruppik Christian Geishauser Michael Heck Hsien-chin Lin Carel van Niekerk Renato Vukovic Milica Gavsić 26 3 0 24 Aug 2023
$Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets$ Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets Sven Buechel U. Hahn 20 1 0 15 Aug 2023
ERNetCL: A novel emotion recognition network in textual conversation based on curriculum learning strategy Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 33 6 0 12 Aug 2023
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge Kailai Yang Tianlin Zhang Shaoxiong Ji Sophia Ananiadou 24 5 0 09 Aug 2023
VISU at WASSA 2023 Shared Task: Detecting Emotions in Reaction to News Stories Leveraging BERT and Stacked Embeddings Vivek Kumar Sushmita Singh Prayag Tiwari 16 0 0 27 Jul 2023
FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition Yuzhao Mao Di Lu Xiaojie Wang Yang Zhang 19 1 0 23 Jul 2023
Exploiting Pseudo Future Contexts for Emotion Recognition in Conversations Yinyi Wei Shuai Liu Hailei Yan Wei Ye Tong Mo Guanglu Wan 18 2 0 27 Jun 2023
Emotion Flip Reasoning in Multiparty Conversations Shivani Kumar Shubham Dudeja Md. Shad Akhtar Tanmoy Chakraborty 19 14 0 24 Jun 2023
Mapping and Cleaning Open Commonsense Knowledge Bases with Generative Translation Julien Romero Simon Razniewski 26 1 0 22 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 29 85 0 20 Jun 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding Bowen Xing Ivor W. Tsang 40 13 0 15 Jun 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 26 51 0 02 Jun 2023
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations Patrícia Pereira Helena Moniz Isabel Dias Joao Paulo Carvalho 23 9 0 17 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 35 59 0 06 Apr 2023
EmotionIC: emotional inertia and contagion-driven dependency modeling for emotion recognition in conversation Yingjian Liu Jiang Li Xiaoping Wang Zhigang Zeng 27 14 0 20 Mar 2023
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition Varsha Suresh Desmond C. Ong FaML CVBM 37 4 0 08 Mar 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 22 8 0 15 Feb 2023
Emotion Detection in Unfix-length-Context Conversation Xiaochen Zhang Daniel Tang KELM 16 0 0 13 Feb 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations Kailai Yang Tianlin Zhang Hassan Alhuzali Sophia Ananiadou 29 43 0 07 Feb 2023
BERT-ERC: Fine-tuning BERT is Enough for Emotion Recognition in Conversation Xiangyu Qin Zhiyu Wu J. Cui Ting Zhang Yanran Li Jian Luan Bin Wang L. xilinx Wang 29 26 0 17 Jan 2023