upunaprosk

la-tda

Code for EACL Workshop paper Can BERT eat RuCoLA? Topological Data Analysis to Explain

grammar-checker

Essay Grammar Checker trained on REALEC Corpus using SpaCy

ul2-atelier-data-science

Practical Deep Learning course at the University of Lyon 2

corpora-manipulation

Tool for converting error corpora to parallel datasets

covid-mgpr-based-model

Code for the research project on Predicting the impacts of intervention strategies on COVID-19 trajectory (Clemson University - Université Clermont Auvergne)

quantized-lm-confidence

Code for NAACL paper When Quantization Affects Confidence of Large Language Models?

small-language-models

Code for CoNLL BabyLM workshop Mini Minds: Exploring Bebeshka and Zlata Baby Models

ADWISER

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

BabyBERTa

Source code for CoNLL 2021 paper by Huebner et al. 2021

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

CNF-DNF-converter

CoLA

Demo for Grammaticality Judgement (Acceptability) task

fair-pruning

Code for the paper The Other Side of Compression: Measuring Bias in Pruned Transformers (IDA23)

Feature_selection-based-on-IFS

Feature selection via intuitionistic fuzzy sets

grammar-optim

Code and Results for "Universals of word order reflect optimization of grammars for efficient communication"

Topology_for_BERT_CoLA

Code for Feature Space Analysis from the paper Acceptability Judgements via Examining the Topology of Attention Maps (EMNLP22)

transformers

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

writing-assistant

Writing assistant

evaluation-pipeline

Evaluation pipeline for the BabyLM Challenge 2023.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

moral_stories

Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.

neural-compressor

Provide unified APIs for SOTA model compression techniques, such as low precision (INT8/INT4/FP4/NF4) quantization, sparsity, pruning, and knowledge distillation on mainstream AI frameworks such as TensorFlow, PyTorch, and ONNX Runtime.

TruthfulQA

TruthfulQA: Measuring How Models Imitate Human Falsehoods

ul2-nlp-course

NLP for Social Sciences course at the University of Lyon 2