Argument Mining Analysis NLP Tools

Tools for extracting, analyzing, and evaluating argumentative structures in text, including argument detection, classification, quality assessment, and persuasiveness scoring. Does NOT include legal case outcome prediction or general document classification without argumentation focus.

There are 33 argument mining analysis tools tracked. The highest-rated is AMontgomerie/CEFR-English-Level-Predictor at 37/100 with 77 stars.

Get all 33 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=argument-mining-analysis&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	AMontgomerie/CEFR-English-Level-Predictor NLP system for predicting the reading difficulty level of a text in terms of...	37	Emerging	77	Jupyter Notebook
2	vene/marseille Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)	37	Emerging	66	Python
3	public-law/readability How readable is your text? Provide a text input and get its grade level....	34	Emerging	11	Python
4	openderocknlp/vocabulary-level-grader Analyzes the given text and determine what's the vocabulary level based on...	29	Experimental	50	JavaScript
5	intel/polite-guard Source code for Intel's Polite Guard NLP project	26	Experimental	38	Python
6	debatelab/deepa2 Resources for creating, importing and using DeepA2 Argument Analysis...	26	Experimental	6	Python
7	argrecsys/arg-miner This repository contains a simple but efficient implementation of an...	26	Experimental	4	HTML
8	EyeofBeholder-NLeSC/orange3-argument Argument analysis, mining, and visualization add-on for Orange3.	24	Experimental	4	Python
9	prometheusXN/D-LADAN The source code of article "Distinguish Confusion in Legal Judgment...	23	Experimental	19	Python
10	MoeAG/ai-moderation-demo Full-stack AI content moderation — hate speech (AR/EN), deepfake detection,...	22	Experimental	—	—
11	Erprabhat8423/hindi-readability The first Python package for measuring readability of Hindi text. Uses...	22	Experimental	—	Python
12	agabhi017/Predicting-Court-Judgement-Decisions-using-NLP NLP techniques for predicting judicial decisions using case transcripts	22	Experimental	6	Python
13	bockph/Legal-Sentence-Role-Classification This repo is about the classification of rhetorical roles in Legal Documents...	20	Experimental	17	Python
14	phhei/ArgsValidNovel The webseite to the shared task on ArgMining-Workshop 2022...	19	Experimental	6	Python
15	alessiopittiglio/mm-argfallacy Official source code for the paper "Leveraging Context for Multimodal...	18	Experimental	3	Python
16	PolarisRisingWar/LJP_Collection LJP (Legal Judgment Prediction)经典模型实现方案整理	18	Experimental	63	Python
17	Izu-33/scotus This repo illustrates the use of NLP techniques in legal analytics. Herein,...	17	Experimental	3	Jupyter Notebook
18	akarazeev/BioHack2017 🔬 Biohack 3-5 of March, 2017	16	Experimental	4	Jupyter Notebook
19	siangooding/readability_scroll Dataset containing scroll interactions of 598 partcipants reading advanced...	16	Experimental	16	Jupyter Notebook
20	keithgarciasc/NLP-Content-Moderation-Service Built an end-to-end NLP service that flags potentially manipulative language...	16	Experimental	1	Python
21	luisedmundo354/detecting_arguments Corporate reorganization cases dataset + classification modules. The cases...	15	Experimental	1	Rich Text Format
22	JMarOve/NLP-READABILITY This repository includes the implementation of some readability formulas....	15	Experimental	1	Jupyter Notebook
23	mpoiaganova/political-argument-mining This paper addresses the problem of cross-register generalization in...	15	Experimental	6	—
24	nlp-unibo/multimodal-am-fallacy Multimodal Fallacy Classification in Political Debates: Dataset and Experiments.	13	Experimental	5	Python
25	nlp-unibo/multimodal-am Official repository of the paper: "Multimodal Argument Mining: A Case Study...	13	Experimental	8	Python
26	tm4roon/survey Survey on machine learning.	12	Experimental	14	—
27	BlackBoiler/legal-nlp-papers A repository of legal NLP research papers.	12	Experimental	12	—
28	AkinGunduz/dyslexic_readability_index A readability scoring library tailored to the specific needs of Turkish...	12	Experimental	4	Python
29	nature-of-eu-rules/regulatory-statement-classification Scripts, algorithms and files for a rule-based and ML-based approach for...	12	Experimental	3	Jupyter Notebook
30	seduerr91/persuasiveness-metric Object-oriented software implemented in Python based on Machine Learning and...	11	Experimental	2	Python
31	FrederickRoman/Readgauge Reading ease scoring web app. It calculates the US school reading level of a...	11	Experimental	2	TypeScript
32	ugurcl/text-moderation Text moderation system for e-commerce and messaging platforms with TF-IDF +...	11	Experimental	—	Python
33	luantran/CouncilOfClassifiers CEFR text classification ensemble combining Naive Bayes (TF-IDF), Doc2Vec +...	11	Experimental	—	Python