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 39 sarcasm irony detection tools tracked. The highest-rated is MirunaPislar/Sarcasm-Detection at 46/100 with 100 stars.

Get all 39 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...	46	Emerging	100	Python
2	pln-fing-udelar/pghumor Is This a Joke? Humor Detection in Spanish Tweets	43	Emerging	57	Python
3	MohamedAliHabib/Sarcastic-Chatbot A deep learning chatbot that generates sarcastic and comical answers to your...	37	Emerging	8	Jupyter Notebook
4	manashpratim/Sarcasm-Detection Can sarcastic sentences be identified?	36	Emerging	9	Jupyter Notebook
5	shubham0204/Sarcaso_for_Android Sarcasm Detection app for Android.	35	Emerging	5	Kotlin
6	surajr/SarcasmDetection detect Sarcasm in a text or document	35	Emerging	32	Jupyter Notebook
7	iamdsc/humor_detection Natural Language Processing Project - CS622	35	Emerging	8	Jupyter Notebook
8	iabufarha/ArSarcasm-v2 ArSarcasm-v2 is an extension to the original ArSarcasm dataset. It was used...	35	Emerging	12	—
9	teelinsan/ironySarcasmDetection This is the code's repository of the paper "A Kernel-based Approach for...	32	Emerging	4	Jupyter Notebook
10	Josemvg/humor-hound Small appllication for sarcasm detection on news headlines	32	Emerging	2	Jupyter Notebook
11	nadavborenstein/Iggy Implementation of the paper "How Did This Get Funded?! Automatically...	31	Emerging	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:...	31	Emerging	4	Jupyter Notebook
13	abhilashmnair/Sarcasm-Detection-with-BERT-and-GCN A sarcasm detection model using Bidirectional Encoder Representations for...	31	Emerging	17	Python
14	BshoterJ/FigLang2020-Sarcasm-detection Shared task of the Second Workshop on Figurative Language Processing,...	28	Experimental	9	Python
15	Kavitha-Kothandaraman/Sarcasm-Detection-NLP To build a model to detect whether a sentence is sarcastic or not, using...	28	Experimental	6	Jupyter Notebook
16	adich23/Deep-Humor Analyse the self-attention patterns in BERT for humor classification and...	26	Experimental	6	Jupyter Notebook
17	maliha-usui/sarcasm-explain-5k Multi-Perspective Sarcasm Explanation Dataset with Human	23	Experimental	2	HTML
18	Nealcly/sarcasm-detection-for-sentiment-analysis Sarcasm Detection for Sentiment Analysis	22	Experimental	22	Python
19	NLP-UMUTeam/SemEval2021-HaHackathon-UMUTeam UMUTeam at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with...	22	Experimental	6	Python
20	guangyizhangbci/A-Novel-Recursive-Network-for-Irony-Detection-in-Tweets Course Project (ELEC 880 @ Queen's University)	20	Experimental	6	Python
21	Sajjad-Shahali/Sarcasm-Detection-DNLP Sarcasm detection experiments on BESSTIE with RoBERTa, DistilBERT, Mistral,...	19	Experimental	3	Python
22	yikyang99/sentiment-sarcasm-using-MTL Official resource of the paper "Sentiment Analysis and Sarcasm Detection...	19	Experimental	3	Jupyter Notebook
23	JustCallMeRob/sarcasm-detection-with-pytorch Using Pytroch to detect sarcasm in text.	19	Experimental	3	Jupyter Notebook
24	thesaahilraj/Sarcasm-detector News Headline Sarcasm detector - A NLP Based Website used to detect whether...	19	Experimental	4	Jupyter Notebook
25	JacobSKN/german-irony-detector A machine learning model for detecting irony in German text using BERT-based...	17	Experimental	1	Python
26	LeqsNaN/SarDeCK The code for "Sarcasm Detection with Commonsense Knowledge"	12	Experimental	7	Python
27	albertwy/IWAN Code for IEEE MultiMedia Paper "Modeling Incongruity between Modalities for...	12	Experimental	5	Python
28	rajlm10/Chandler A sarcasm detector based on state of the art NLP techniques. The...	12	Experimental	5	Jupyter Notebook
29	flamenlp/TURBO Code implementation for the paper titled "Target-Augmented Shared...	12	Experimental	2	Python
30	vtpaiva/sarcastic-headlines-detection Natural processing language task for sarcastic headlines detection using...	11	Experimental	—	Jupyter Notebook
31	adrikachowdhury/IronyScope NLP project to detect irony in Twitter data using classification.	11	Experimental	—	Jupyter Notebook
32	paulicuu/sarcasm-classifiers Comparative research on feature extraction techniques and word embeddings...	11	Experimental	—	Jupyter Notebook
33	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	—	—
34	Moamen-Elsayed/Sarcasm-Detection-ArSarcasm-Dataset sarcasm detection from a collection of Arabic tweets	11	Experimental	4	Jupyter Notebook
35	nnbenavides/Sarcasm-Detection Final Projects for CS224N: Natural Language Processing w/ Deep Learning &...	11	Experimental	4	Python
36	DavidNguyen2002/tonereader A Python library that detects sarcasm in text.	11	Experimental	—	Python
37	mittalchauhan/ELS-PULSE-SARCASM-AWARE-SENTIMENT-TERMINAL-AND-BRAND-CASE-STUDIES Sarcasm-aware sentiment analysis system using ensemble machine learning for...	11	Experimental	—	Python
38	ErolOZKAN-/NaturalLanguageProcessing-SarcasmDetection Natural Language Processing - Sarcasm Detection	10	Experimental	2	Java
39	jrbjrb1212/Sarcasm-Detection Bazinga? Data Exploration of 30,000 News Headlines Using Machine Learning	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Sarcasm-Detection and sarcasm-detection-for-sentiment-analysis (46 vs 22) Sarcasm-Detection and Sarcasm-Detection-NLP (36 vs 28)