Text Emotion Recognition NLP Tools

Tools and models for detecting, classifying, and analyzing emotions expressed in text data. Includes datasets, frameworks, and applications for emotion detection from written content. Does NOT include sentiment analysis (positive/negative/neutral), speech emotion recognition, multimodal emotion detection, or dialogue-specific emotion models.

There are 97 text emotion recognition tools tracked. 3 score above 50 (established tier). The highest-rated is chatopera/efaqa-corpus-zh at 64/100 with 742 stars.

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#	Tool	Score	Tier	Stars	Language
1	chatopera/efaqa-corpus-zh ❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库	64	Established	742	Python
2	ikegami-yukino/pymlask Emotion analyzer for Japanese text	55	Established	116	Python
3	declare-lab/conv-emotion This repo contains implementation of different architectures for emotion...	51	Established	1,502	Python
4	sarnthil/unify-emotion-datasets A Survey and Experiments on Annotated Corpora for Emotion Classification in Text	48	Emerging	234	Python
5	kanchitank/Text-Emotion-Analysis Automate detection of different emotions from paragraphs and predict overall emotion.	43	Emerging	60	Jupyter Notebook
6	hasanhuz/SpanEmo SpanEmo	43	Emerging	62	Python
7	tlkh/text-emotion-classification Archived - not answering issues	41	Emerging	200	Jupyter Notebook
8	chatopera/efaqa-corpus-raw Emotional First Aid Raw Dataset, 心理咨询问答原始语料库	41	Emerging	21	Python
9	PoorvaRane/Emotion-Detector A python code to detect emotions from text	38	Emerging	62	Jupyter Notebook
10	meisaputri21/Indonesian-Twitter-Emotion-Dataset Indonesian twitter dataset for emotion classification task	37	Emerging	79	—
11	declare-lab/awesome-emotion-recognition-in-conversations A comprehensive reading list for Emotion Recognition in Conversations	37	Emerging	276	—
12	zerohd4869/DialogueCRN Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning...	37	Emerging	62	Python
13	suzana-ilic/NLP_affective_computing NLP Affective Computing - text-based emotion recognition with Deep Learning and LLMs	36	Emerging	16	Jupyter Notebook
14	atharva-naik/VADEC Codes and Datasets for our SIGIR 2021 Paper: "Understanding the Role of...	36	Emerging	12	Jupyter Notebook
15	Ztrimus/speech-emotion-recognition Predicting various emotion in human speech signal by detecting different...	36	Emerging	48	Jupyter Notebook
16	soulteary/docker-emotion Out-of-the-box text emotion / sentiment analysis application, supports...	36	Emerging	10	JavaScript
17	vineetjohn/wassa-emoint-2017 WASSA-2017 Shared Task on Emotion Intensity (EmoInt)	35	Emerging	6	Jupyter Notebook
18	sarnthil/crowd-enVent-modeling DImensional Modeling of Emotions in Text with Appraisal Theories	34	Emerging	8	Python
19	wxjiao/HiGRUs Implementation of the paper "Hierarchical GRU for Utterance-level Emotion...	33	Emerging	69	Python
20	dimi-fn/Emotion-Recognition-in-Movie-Abstracts Original dissertation title: "Extract Emotional Tags from Movie Synopses"....	33	Emerging	4	Jupyter Notebook
21	TechyCSR/Text-Based-Emotion-Detector The Text-Based-Emotion-Detector Web App is an easy-to-use tool for analyzing...	33	Emerging	4	HTML
22	dvamossy/EmTract Package for extracting emotions from social media text. Tailored for financial data.	33	Emerging	21	Jupyter Notebook
23	erayyildiz/AffectInTweets Finding the intensity of emotions in tweets (SemEval 2018 Task 1 Participant)	32	Emerging	4	JavaScript
24	sismetanin/emosense-semeval2019-task3-emocontext Deep-learning system presented in "EmoSence at SemEval-2019 Task 3:...	32	Emerging	28	Jupyter Notebook
25	gguibon/metalearning-emotion-datasource In this paper, we place ourselves in a classification scenario in which the...	31	Emerging	3	Python
26	Aaditya-Singh/E2E-ECPE Code for the WASSA 2021 paper (oral) "An End-to-End Network for...	31	Emerging	24	Python
27	wenliangdai/Modality-Transferable-MER Modality-Transferable-MER, multimodal emotion recognition model with...	30	Emerging	66	Python
28	Ankit152/Emotions-Detection-NLP Emotions dataset for NLP classification tasks.	30	Emerging	2	Jupyter Notebook
29	EmotionDetection/6H-AP_emotion_labelled_tweets The 6H-AP emotion-labelled tweets dataset (n=1,478,116; any position of...	29	Experimental	1	—
30	Pranav-Goel/Neural_Emotion_Intensity_Prediction The code for our proposed neural models which give state-of-the-art...	29	Experimental	20	Jupyter Notebook
31	nur-ag/emotion-classification Repository for "Uncovering the Limits of Text-based Emotion Detection", —...	29	Experimental	9	Jupyter Notebook
32	mengzhu0308/Transformer-Text-Emotion-Classification 基于Transformer的文本情感分类	29	Experimental	7	Python
33	armintabari/Emotion-Detection-RNN A bidirectional GRU model to detect discrete emotions in tweets.	29	Experimental	22	Python
34	ekohrt/emoticon_kaomoji_dataset Dataset of 62,000 text emoticons and kaomojis with labels.	29	Experimental	42	Jupyter Notebook
35	HaebinShin/stanford-sentiment-dataset Refined dataset for Stanford Sentiment Treebank used in Yoon Kim (2014).	28	Experimental	12	—
36	roskzhu/Empa Increasing empathy leveraging computer vision to translate facial...	28	Experimental	1	Jupyter Notebook
37	faizan170/emotion-classification-from-text Text emotion classification using keras(Tensorflow)	27	Experimental	6	Python
38	abhinav-bohra/Emotional-Analysis-Multitasking-Framework My implementation of the research paper - All-in-One: Emotion, Sentiment and...	27	Experimental	17	Jupyter Notebook
39	skn1998/Emotions-Classification-in-Hindi-Text Codes for Emotions Classification in Hindi Text	27	Experimental	9	Jupyter Notebook
40	rejonehridoy/Emotion_Detection_from_Text_using_Machine_Learning Text Classification using Machine Learning	25	Experimental	5	Jupyter Notebook
41	bagustris/isst_2019 Repository for text emotion recognition submitted to ISST 2019	25	Experimental	4	Python
42	Neo-Zenith/text-message-sentiment-analyzer A mini-project on emotion classification using NLP for the course SC1015:...	25	Experimental	3	Jupyter Notebook
43	Anyesh/emotion-recognition AI-based application for emotion detection and recognition from text data	25	Experimental	6	Jupyter Notebook
44	Valendrew/ekman-emotion-detection Recurrent Neural Network for Emotion Detection, trained on the Ekman's six...	24	Experimental	2	Jupyter Notebook
45	thinhuos0913/tweet-emotion-recognition Build a recurrent neural network and train it on a tweet emotion dataset to...	24	Experimental	3	Jupyter Notebook
46	secondlevel/NYCU-110-2-Natural-Language-Processing It is the nlp task to classify empathetic dialogues datasets using RoBERTa,...	22	Experimental	6	Python
47	ziss11/emotion-classification Dicoding Pengembangan Machine Learning Submission 1	22	Experimental	2	Jupyter Notebook
48	SkSaadAli/Twizzer_Twitter_Emotion_analyzer This application provides a G.U.I. that employs a deep learning RNN LSTM...	22	Experimental	2	QML
49	A-Koufakou/EmoDetect-Unify A Unifying Framework of Recent Emotion-Annotated Text Corpora	22	Experimental	6	Jupyter Notebook
50	stefani-gifta/cross-platform-dataset-2025 This dataset contains 1,659 comments collected from Twitter, Instagram, and...	22	Experimental	—	—
51	VietHoang1512/ICDAR-EmoRecCom Multimodal Emotion Recognition on Comics scenes (ICDAR 2021)	21	Experimental	9	Python
52	Sagarnandeshwar/Lyrics_Emotion_Recognition Natural Language Processing (COMP 550) Course project	21	Experimental	9	Jupyter Notebook
53	Shengwei-Peng/Chinese-Multimodal-Sentiment-Analysis Chinese-Multimodal-Sentiment-Analysis is an innovative project that...	21	Experimental	10	Python
54	caspinprince/emotion-detection ML model to detect the emotion of a text message. Deployed as an API.	21	Experimental	1	Jupyter Notebook
55	bshmueli/EmotionX-2019 Data for the SocialNLP EmotionX 2019 Challenge	20	Experimental	3	—
56	yanpengt06/DialogueEIN a reproduction on DialogueEIN: Emotion Interaction Network for Dialogue...	20	Experimental	7	Python
57	nordszamora/Emotion-Expression The Machine learning project where user express there emotion and classify...	20	Experimental	6	Python
58	mrfree96/emotionAI Emotion Analysis from Video: A Multi-Model Machine Learning Approach	19	Experimental	4	Python
59	amith-ananthram/feelingblue FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color...	19	Experimental	13	Python
60	daspartho/text-emotion emotion analysis on text	19	Experimental	3	Jupyter Notebook
61	JayParekh-MechAI/Multimodal-Emotion-Detection-Research A multimodal deep learning framework integrating MobileNet and BiLSTM...	19	Experimental	—	Jupyter Notebook
62	madhurima99/Emotion-Detection-from-text Deep learning algorithm to detect different types of emotions contained in a...	18	Experimental	2	Jupyter Notebook
63	ljubogdan/tweet-emotion-classifier A TensorFlow-powered Recurrent Neural Network (RNN) for multi-class emotion...	18	Experimental	1	Python
64	RoozbehBandpey/ELTEA17 Entity-Level Tweets Emotion Analysis Dataset	18	Experimental	2	Python
65	christosojan/MSA-in-Indian-Languages Implementation of Dense Fusion Network with Multimodal Residual (DFMR) for...	18	Experimental	2	Jupyter Notebook
66	MdJafirAshraf/Emotion-Recognition-in-Text Emotion recognition is part of sentiment analysis. We achieve emotion...	18	Experimental	2	CSS
67	Afhrodite/AI-Based-Web-Application-Development-and-Deployment AI-powered emotion detection web app using IBM Watson Natural Language...	18	Experimental	1	Python
68	feliciasalim/HiddenMood-ML This project is a FastAPI backend service that uses a BiLSTM model to...	18	Experimental	1	Jupyter Notebook
69	czhao-dev/AI-Emotion-Detector-Webapp This project is to develop an AI-based web application capable of detecting...	18	Experimental	1	Python
70	Skyler-Luo/Empathetic-Dialogue-Generation [RAICOM2025 🏆国二等奖] 基于 Transformer...	18	Experimental	1	Jupyter Notebook
71	steveee27/Emotion-Text-Classification-in-Social-Media-Using-Multiple-Text-Representation-and-Deep-RNN This project explores emotion classification in social media texts using...	17	Experimental	1	Jupyter Notebook
72	rhiosutoyo/emotion-recognition-model Indonesian Twitter Emotion Recognition using Feature Engineering	17	Experimental	1	—
73	cjrh/empatico Emotion detection microservice based on natural language inference	17	Experimental	1	Python
74	muame-amr/EmoTwit Real-time Malay Tweet Sentiment Analysis Web Application using RNN with DL4J	17	Experimental	1	HTML
75	Arwaalmrzoqi/ELQV The ELQV dataset contains a collection of the Quran verses annotated...	15	Experimental	—	—
76	passing2961/KMRE Korean Moview Review Emotion (KMRE) Dataset	14	Experimental	21	—
77	alpcansoydas/Turkish-Emotion-Analysis Turkish Emotion Analysis	12	Experimental	8	Jupyter Notebook
78	SergioV3005/emotion-analysis-stock-tweets Emotion-Focused Analysis of Stock Tweets: Challenges and Insights with...	12	Experimental	4	Jupyter Notebook
79	virgantara/sundanese-twitter-dataset This is sundanese twitter dataset for emotion analysis purpose	12	Experimental	6	Python
80	zubiiabbasi/speech-emotion-gradcam Speech emotion recognition using mel-spectrograms and CNN with Grad-CAM...	11	Experimental	—	Jupyter Notebook
81	l1ght14/emotion_detector Python/Streamlit app for multimodal emotion (text, audio, video) & sentiment...	11	Experimental	—	Python
82	mrdaliselmi/Tweet-Emotion-Recognition This is my introduction to NLP with TensorFlow. I hope that through this...	11	Experimental	—	Jupyter Notebook
83	Melckykaisha/Emotion_classifier_CNN CNN-based deep learning model for classifying emotions from text into 6...	11	Experimental	—	Jupyter Notebook
84	azygadlo/CORTEX CORpus of Translated Emotional teXts	11	Experimental	4	—
85	disha312/AI-Emotion-Recognition AI-based emotion recognition system that detects emotions from text using...	11	Experimental	—	Python
86	lorenzocoppola-ai/markup-emozionale Standard ufficiale del Markup Emozionale ideato da Lorenzo Coppola	10	Experimental	1	—
87	belr20/emotions-wheel NLP for Emotion Detection	10	Experimental	2	Python
88	iamamanporwal/Dystopian-Ai Revealing Emotions in AI Conversations	10	Experimental	2	Python
89	AniketP04/Emoji-Prediction BERT, a well-liked pretrained language model, was utilised to offer a...	10	Experimental	2	Python
90	avishekdas539/Text_Emotion_Classification Classification of emotion on textual data using DecisionTree, RandomForest...	10	Experimental	2	Jupyter Notebook
91	khaledjamal/tweet-emotion-recognition LSTM-based deep learning model that classifies emotions in tweets using...	10	Experimental	1	Jupyter Notebook
92	musta55/SoftwareProjectLab Emotion detector is about detecting emotion from textual data in several...	10	Experimental	2	Java
93	seyed0123/Emotion_analysis Persian Text Emotion Classification	10	Experimental	1	Jupyter Notebook
94	Kruthika1806/EmotiCare EmotiCare 💬 \| AI-powered mental health emotion analyzer using NLP	10	Experimental	1	Jupyter Notebook
95	Devbijwe/Text-Emotions-Classification A machine learning model for emotion classification in text data.	10	Experimental	2	Jupyter Notebook
96	sabamadadi/Persian-Text-Emotion-Analysis A Persian text emotion detection project classifying texts into five...	10	Experimental	1	Jupyter Notebook
97	smu-ivpl/RGCN Residual-Based Graph Convolutional Network for Emotion Recognition in...	10	Experimental	2	Python

Comparisons in this category

efaqa-corpus-zh and efaqa-corpus-raw (64 vs 41)