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Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a neural network.
A curated list of awesome data annotation tools
A multi-player tournament benchmark that tests LLMs in social reasoning, strategy, and deception. Players engage in public and private conversations, form alliances, and vote to eliminate each other
Statsmodels: statistical modeling and econometrics in Python
Fast computation of Krippendorff's alpha agreement measure in Python.
Clustering sentence embeddings to extract message intent
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
A Python library for calculating a large variety of metrics from text
Code for building ConceptNet from raw data.
The ATIS (Airline Travel Information System) Dataset
Useful sql scripts and snippets for MSSQL, Oracle, PostgreSQL, Greenplum, and MySQL
Implementation of "Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model"
Natural Language Processing Tutorial for Deep Learning Researchers
Curated repository of notes from papers I'm reading, mostly NLP related. Updated regularly.
Roadmap to becoming an Artificial Intelligence Expert in 2022
100+ Python challenging programming exercises
Papers & presentation materials from Hugging Face's internal science day
UFSAC is a resource containing all WordNet Sense Annotated Corpora, and a Java library for manipulating them
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.