sileod

tasksource

Datasets collection and standardization preprocessings for NLP extreme multitask learning

Discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

tasknet

Easy multi-task learning with HuggingFace Datasets and Trainer

pragmeval

Discourse Based Evaluation of Language Understanding

language-model-recommendation

Resources accompanying the "Zero-Shot Recommendation as Language Modeling" paper (ECIR2022)

llm-theory-of-mind

Testing Theory of Mind (ToM) in language models with epistemic logic

DiscSense

Automated Semantic Analysis of Discourse Markers

xpflow

Python nested loops as classes for improved readability and modularity

metaeval

Collection of tasks for meta-learning and extreme multitask learning

pandit

Pandas with some cool additional features

pygrove

Commons imports for data science using pyforest, with a focus on NLP

embcomp

Composition of embeddings

awesome-multi-task-learning

2022 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

gitignore

A collection of useful .gitignore templates

nlp-verbal-probabilities

Probing handling of verbal probabilities in NLP models

sileod.github.io

Damien Sileo academic page

NL-Augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

ACE-in-GF

Attempto Controlled English (http://attempto.ifi.uzh.ch/) in Grammatical Framework (https://www.grammaticalframework.org/)

Awesome-instruction-tuning

A curated list of awesome instruction tuning datasets, models, papers and repositories.

awesome-public-datasets

A topic-centric list of HQ open datasets.

BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

Data-Provenance-Collection

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

datasets-wep

Various interesting datasets, mostly data from The University of Illinois

disrpt_utils

gha-python-packaging-demo

Demo of a simple way to use GitHub Actions to build your Python package, bump the version number, and publish it to GitHub releases and PyPI.org all with a single click of a button in the web interface.

InstructionZoo

LLM-eval-survey

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

unigram