Michal Stefanik (stefanik12)

stefanik12

Geek Repo

Company:Masaryk University & GaussAlgo

Home Page:https://michal-stefanik.github.io

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Organizations
fewshot-goes-multilingual
MIR-MU

Michal Stefanik's starred repositories

llm-decontaminator

Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"

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prefetch_generator

Simple package that makes your generator work in background thread

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composable-sft

A library for parameter-efficient and composable transfer learning for NLP with sparse fine-tunings.

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teabreac

Repository for Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts, EMNLP22

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openmtp

OpenMTP - Advanced Android File Transfer Application for macOS

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prompterator

Iterate efficiently towards more effective prompts

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rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

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mammoth

MAMMOTH: MAssively Multilingual Modular Open Translation @ Helsinki

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CoT-Collection

[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

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text-to-motion-retrieval

Official code for reproducing results obtained in the short paper "Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language", accepted at SIGIR 2023.

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small-text

Active Learning for Text Classification in Python

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pv211-utils

Utilities for the term project in the PV211 introduction to information retrieval course

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calc-x

Repository for EMNLP 2023 paper Calc-X and Calcformers

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examples

Fast and flexible reference benchmarks

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Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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r4c

r4c

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finclust

Library for portfolio creation (by clustering) of financial time series with evaluation and visualizations.

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R2-D2

Official repository of the R2-D2's pipeline

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Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

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isbiased

A library to measure biases of question answering models.

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matchmaker

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

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anlearn

anlearn - Anomaly learn

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adaptor

ACL 2022: Adaptor: a library to easily adapt a language model to your own task, domain, or custom objective(s).

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regemt

Regressive ensemble for machine translation evaluation

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genomic_benchmarks

Benchmarks for classification of genomic sequences

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master-thesis

One Bit at a Time: Impact of Quantisation on Neural Machine Translation

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seqrep

Scientific framework for representation in sequential data

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pine

A python package that allows you to train, use, and evaluate position-independent word embeddings (PInE).

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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docker-libreoffice-headless

Libreoffice as headless docker container

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