Sarcasm Irony Detection NLP Tools

Tools for detecting sarcasm, irony, and related figurative language phenomena in text. Does NOT include general sentiment analysis, humor detection without sarcasm focus, or other figurative language tasks like metaphor detection.

There are 33 sarcasm irony detection tools tracked. The highest-rated is MirunaPislar/Sarcasm-Detection at 39/100 with 100 stars.

Get all 33 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=sarcasm-irony-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	MirunaPislar/Sarcasm-Detection Detecting Sarcasm on Twitter using both traditonal machine learning and deep...	39	Emerging	100	Python
2	pln-fing-udelar/pghumor Is This a Joke? Humor Detection in Spanish Tweets	36	Emerging	57	Python
3	MohamedAliHabib/Sarcastic-Chatbot A deep learning chatbot that generates sarcastic and comical answers to your...	30	Emerging	8	Jupyter Notebook
4	manashpratim/Sarcasm-Detection Can sarcastic sentences be identified?	29	Experimental	9	Jupyter Notebook
5	iabufarha/ArSarcasm-v2 ArSarcasm-v2 is an extension to the original ArSarcasm dataset. It was used...	28	Experimental	12	—
6	iamdsc/humor_detection Natural Language Processing Project - CS622	28	Experimental	8	Jupyter Notebook
7	shubham0204/Sarcaso_for_Android Sarcasm Detection app for Android.	28	Experimental	5	Kotlin
8	surajr/SarcasmDetection detect Sarcasm in a text or document	28	Experimental	32	Jupyter Notebook
9	teelinsan/ironySarcasmDetection This is the code's repository of the paper "A Kernel-based Approach for...	25	Experimental	4	Jupyter Notebook
10	Josemvg/humor-hound Small appllication for sarcasm detection on news headlines	25	Experimental	2	Jupyter Notebook
11	nadavborenstein/Iggy Implementation of the paper "How Did This Get Funded?! Automatically...	24	Experimental	3	Python
12	rematchka/Intended-Sarcasm-Detection-In-English-and-Arabic-for-extremly-unbalanced-datasets This repo contains work carried out for SemEval 2022 Task 6: iSarcasmEval:...	24	Experimental	4	Jupyter Notebook
13	abhilashmnair/Sarcasm-Detection-with-BERT-and-GCN A sarcasm detection model using Bidirectional Encoder Representations for...	24	Experimental	17	Python
14	BshoterJ/FigLang2020-Sarcasm-detection Shared task of the Second Workshop on Figurative Language Processing,...	21	Experimental	9	Python
15	Kavitha-Kothandaraman/Sarcasm-Detection-NLP To build a model to detect whether a sentence is sarcastic or not, using...	21	Experimental	6	Jupyter Notebook
16	maliha-usui/sarcasm-explain-5k Multi-Perspective Sarcasm Explanation Dataset with Human	21	Experimental	2	HTML
17	adich23/Deep-Humor Analyse the self-attention patterns in BERT for humor classification and...	19	Experimental	6	Jupyter Notebook
18	Sajjad-Shahali/Sarcasm-Detection-DNLP Sarcasm detection experiments on BESSTIE with RoBERTa, DistilBERT, Mistral,...	17	Experimental	3	Python
19	NLP-UMUTeam/SemEval2021-HaHackathon-UMUTeam UMUTeam at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with...	15	Experimental	6	Python
20	Nealcly/sarcasm-detection-for-sentiment-analysis Sarcasm Detection for Sentiment Analysis	15	Experimental	22	Python
21	guangyizhangbci/A-Novel-Recursive-Network-for-Irony-Detection-in-Tweets Course Project (ELEC 880 @ Queen's University)	13	Experimental	6	Python
22	JustCallMeRob/sarcasm-detection-with-pytorch Using Pytroch to detect sarcasm in text.	12	Experimental	3	Jupyter Notebook
23	yikyang99/sentiment-sarcasm-using-MTL Official resource of the paper "Sentiment Analysis and Sarcasm Detection...	12	Experimental	3	Jupyter Notebook
24	thesaahilraj/Sarcasm-detector News Headline Sarcasm detector - A NLP Based Website used to detect whether...	12	Experimental	4	Jupyter Notebook
25	DavidNguyen2002/tonereader A Python library that detects sarcasm in text.	11	Experimental	—	Python
26	D-TheProgrammer/NLP-Detection_of_Irony_and_Inconsistencies_in_Customer_Reviews [FRANCAIS] Système BiLSTM hybride pour détecter l'ironie, le sarcasme et les...	11	Experimental	—	—
27	adrikachowdhury/IronyScope NLP project to detect irony in Twitter data using classification.	11	Experimental	—	Jupyter Notebook
28	gousiya786/sarcasm-detection-nlp-ml Machine learning and NLP project for sarcasm detection in plain text using...	11	Experimental	—	Python
29	mittalchauhan/ELS-PULSE-SARCASM-AWARE-SENTIMENT-TERMINAL-AND-BRAND-CASE-STUDIES Sarcasm-aware sentiment analysis system using ensemble machine learning for...	11	Experimental	—	Python
30	vtpaiva/sarcastic-headlines-detection Natural processing language task for sarcastic headlines detection using...	11	Experimental	—	Jupyter Notebook
31	paulicuu/sarcasm-classifiers Comparative research on feature extraction techniques and word embeddings...	11	Experimental	—	Jupyter Notebook
32	JacobSKN/german-irony-detector A machine learning model for detecting irony in German text using BERT-based...	10	Experimental	1	Python
33	jrbjrb1212/Sarcasm-Detection Bazinga? Data Exploration of 30,000 News Headlines Using Machine Learning	10	Experimental	1	Jupyter Notebook