Joel Niklaus (JoelNiklaus)

JoelNiklaus

Geek Repo

Company:University of Bern, Stanford University

Location:Bern

Home Page:niklaus.ai

Twitter:@joelniklaus

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Joel Niklaus's repositories

LEXTREME

This repository provides scripts for evaluating NLP models on the LEXTREME benchmark, a set of diverse multilingual tasks in legal NLP

SwissJudgementPrediction

This repository provides code for experiments with the state-of-the-art in text classification to predict the judgements of Swiss court decisions

LegalDatasets

This repository serves as a collection of scrapers procuring and structuring various legal datasets

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LawInstruct

This repository is a collection of legal instruction datasets

loss_landscape

Code for visualizing the loss landscape of neural nets

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SwissCourtRulingCorpus

The Swiss Court Ruling Corpus (SCRC) contains code for extracting information from Swiss court rulings

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CompoundSplit

Compound splitter for German

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JassTheRipper

A JassBot using the Monte Carlo Tree Search Method for card prediction. Won 2nd Place in JassBotCompetition

Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

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joelniklaus.github.io

I like applying the latest transformers on multilingual legal documents.

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LegalLM

Code and documentation to train LegalLM models, and generate the data.

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ProjectEuler

Solutions to Problems on ProjectEuler.net

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datasets

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

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Explainability-Methods-for-Legal-Judgment-Prediction-in-Switzerland

Seminar Project at the University of Bern in Spring 2022

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Gale

Welcome to Gale, a PyTorch framework for reproducible deep learning experiments!

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helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

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legalbench

An open science effort to benchmark legal reasoning in foundation models

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luke

LUKE -- Language Understanding with Knowledge-based Embeddings

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SemEval2010Task8

This repo hosts the data for SemEval2010Task 8 because the automated download from the original website is difficult

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simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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TheUnknownKeywords

Repo for the Hackathon Sk[AI] is the limit

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transformers_tests

Contains fine-tuned transformer models for various NLP tasks

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