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 36 argument mining analysis tools tracked. The highest-rated is AMontgomerie/CEFR-English-Level-Predictor at 44/100 with 77 stars.

Get all 36 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...	44	Emerging	77	Jupyter Notebook
2	vene/marseille Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)	44	Emerging	66	Python
3	public-law/readability How readable is your text? Provide a text input and get its grade level....	38	Emerging	11	Python
4	Erprabhat8423/hindi-readability The first Python package for measuring readability of Hindi text. Uses...	37	Emerging	—	Python
5	openderocknlp/vocabulary-level-grader Analyzes the given text and determine what's the vocabulary level based on...	36	Emerging	50	JavaScript
6	intel/polite-guard Source code for Intel's Polite Guard NLP project	33	Emerging	38	Python
7	EyeofBeholder-NLeSC/orange3-argument Argument analysis, mining, and visualization add-on for Orange3.	31	Emerging	4	Python
8	prometheusXN/D-LADAN The source code of article "Distinguish Confusion in Legal Judgment...	30	Emerging	19	Python
9	agabhi017/Predicting-Court-Judgement-Decisions-using-NLP NLP techniques for predicting judicial decisions using case transcripts	29	Experimental	6	Python
10	debatelab/deepa2 Resources for creating, importing and using DeepA2 Argument Analysis...	29	Experimental	6	Python
11	bockph/Legal-Sentence-Role-Classification This repo is about the classification of rhetorical roles in Legal Documents...	27	Experimental	17	Python
12	phhei/ArgsValidNovel The webseite to the shared task on ArgMining-Workshop 2022...	26	Experimental	6	Python
13	PolarisRisingWar/LJP_Collection LJP (Legal Judgment Prediction)经典模型实现方案整理	25	Experimental	63	Python
14	Izu-33/scotus This repo illustrates the use of NLP techniques in legal analytics. Herein,...	24	Experimental	3	Jupyter Notebook
15	alessiopittiglio/mm-argfallacy Official source code for the paper "Leveraging Context for Multimodal...	24	Experimental	3	Python
16	siangooding/readability_scroll Dataset containing scroll interactions of 598 partcipants reading advanced...	23	Experimental	16	Jupyter Notebook
17	akarazeev/BioHack2017 🔬 Biohack 3-5 of March, 2017	23	Experimental	4	Jupyter Notebook
18	luisedmundo354/detecting_arguments Corporate reorganization cases dataset + classification modules. The cases...	22	Experimental	1	Rich Text Format
19	keithgarciasc/NLP-Content-Moderation-Service Built an end-to-end NLP service that flags potentially manipulative language...	22	Experimental	1	Python
20	mpoiaganova/political-argument-mining This paper addresses the problem of cross-register generalization in...	22	Experimental	6	—
21	JMarOve/NLP-READABILITY This repository includes the implementation of some readability formulas....	22	Experimental	1	Jupyter Notebook
22	nlp-unibo/multimodal-am Official repository of the paper: "Multimodal Argument Mining: A Case Study...	20	Experimental	8	Python
23	nlp-unibo/multimodal-am-fallacy Multimodal Fallacy Classification in Political Debates: Dataset and Experiments.	20	Experimental	5	Python
24	tm4roon/survey Survey on machine learning.	19	Experimental	14	—
25	AkinGunduz/dyslexic_readability_index A readability scoring library tailored to the specific needs of Turkish...	19	Experimental	4	Python
26	nature-of-eu-rules/regulatory-statement-classification Scripts, algorithms and files for a rule-based and ML-based approach for...	19	Experimental	3	Jupyter Notebook
27	BlackBoiler/legal-nlp-papers A repository of legal NLP research papers.	19	Experimental	12	—
28	FrederickRoman/Readgauge Reading ease scoring web app. It calculates the US school reading level of a...	18	Experimental	2	TypeScript
29	seduerr91/persuasiveness-metric Object-oriented software implemented in Python based on Machine Learning and...	18	Experimental	2	Python
30	pattoncarter/NLP-Prompt-Firewall Project showcasing the performance of a lightweight, efficient, fine-tuned...	12	Experimental	1	Python
31	ugurcl/text-moderation Text moderation system for e-commerce and messaging platforms with TF-IDF +...	11	Experimental	—	Python
32	read-works/readworks ReadWorks Community Edition — An open platform that redefines the discovery...	11	Experimental	4	C
33	kaledhoshme123/A-proposed-model-that-can-predict-the-assessment-of-both-Syntax-Cohesion-Vocabulary-Phraseology- The proposed model is able to predict the evaluation of both grammatical...	11	Experimental	4	Jupyter Notebook
34	zoobereq/He-write-age A ML classifier to automatically distinguish between written output produced...	11	Experimental	3	Python
35	DorraElMekki/Argument_Mining_Quality Predict the strength of an argument.	10	Experimental	2	Python
36	dominikacecylia/Automatic-post-editing Models forming part of MSc dissertation on Analysis of Automatic Post...	10	Experimental	2	Jupyter Notebook