Soujanya Poria, Devamanyu Hazarika, Navonil Ma- jumder, Gautam Naik, Erik Cambria, and Rada Mi- halcea. 2019. MELD: A multimodal multi-party dataset for emotion recognition in conversations. In ACL (1), pages 527–536. Association for Computa- tional Linguistics.↩︎↩︎ Soujanya Po...
Emotion Recognition in Conversations (ERC) is a key step towards successful human–machine interaction. While the field has seen tremendous advancemen
【读懂论文-2】MM-DFN: MULTIMODAL DYNAMIC FUSION NETWORK FOR EMOTION RECOGNITION IN CONVERSATIONS 进击的探子 2 人赞同了该文章 上一篇文章是手写的,写作体验很沉浸,但是阅读起来不是很爽,所以现选择用markdown的方法。使得笔记在阅读起来能够顺眼。 这篇文章就5页,实验效果倒是挺好,一作是中国人寿的,第一次看...
Source:Findings of EMNLP 2020;Exploiting Unsupervised Data for Emotion Recognition in Conversations Code:PRE-CODE Abstract 会话中的情感识别(ERC)本质上是一种文本分类任务,该任务与句子级的情感识别任务不同,ERC任务可用的监督数据有限,这阻碍了模型的最大性能发挥。为解决此问题,本文作者提出了一种新颖而有效的...
Transformer based Emotion recognition on Video, Audio and EEG domains using PyTorch Create demo file Add .pkl files of preprocessed video data (Feature_vision folder) Add inference files Minho Lee -minho.lee@nu.edu.kz Adai Shomanov -adai.shomanov@nu.edu.kz ...
Call centers are one of the most important means of providing service to consumers and end users. In this video, Sathvik proposes a framework that can monitor, analyze, and classify conversations between agents and customers.
The repository for ACL 2023 paper "Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations", and SemEval@ACL 2023 paper "UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sen
The main task of multimodal emotion recognition in conversations (MERC) is to identify the emotions in modalities, e.g., text, audio, image, and video, which is a significant development direction for realizing machine intelligence. However, many data in MERC naturally exhibit an imbalanced distri...
AIMA at SemEval-2024 Task 10:History-Based Emotion Recognition in Hindi-English Code-MixedConversationsMohammad Mahdi Abootorabi ⋄ , Nona Ghazizadeh ⋄ , Seyed Arshan Dalili ⋄ ,Alireza Ghahramani Kure ⋄ , Mahshid Dehghani ⋄ , Ehsaneddin Asgari §⋄NLP & DH Lab, Computer ...
Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations". - zerohd4869/DialogueCRN