Model Evaluation Diagnostics NLP Tools

There are 8 model evaluation diagnostics tools tracked. 4 score above 50 (established tier). The highest-rated is grobidOrg/grobid at 67/100 with 4,703 stars. 1 of the top 10 are actively maintained.

Get all 8 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=model-evaluation-diagnostics&limit=20"

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

# Tool Score Tier
1 grobidOrg/grobid

A machine learning software for extracting information from scholarly documents

67
Established
2 lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统,大模型等技术研究与应用。

51
Established
3 yzhangcs/parser

:rocket: State-of-the-art parsers for natural language.

50
Established
4 obss/jury

Comprehensive NLP Evaluation System

50
Established
5 alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

47
Emerging
6 polakowo/textai

Applications using state-of-the-art in NLP

34
Emerging
7 octanove/janlpbook-code

Public code for the book "Introduction to Japanese Natural Language Processing"

29
Experimental
8 SimReale/sentence_reordering

Deep Learning project about Sentence Reordering.

11
Experimental