A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Python port for IWNLP.Lemmatizer

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Python NLP tools like sentence segmenter, cleaner, sentence language identification and word tokenizer with support for various file formats

A tokenizer and sentence splitter for German and English web and social media texts.

[NeurIPS '25] Knowledge Graph Generation from Any Text

[NeurIPS 2025 Spotlight] Reasoning Environments for Reinforcement Learning with Verifiable Rewards

Area-weighted venn-diagrams for Python/matplotlib

Python Implementation of Dawid and Skene's EM Algorithm.

Implementation of the estimator for combining noisy observations from Dawid and Skene (1979)

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

💫 Industrial-strength Natural Language Processing (NLP) in Python

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

Automated identification of text structures related to moralization.