An R package for estimating and doing statistical inference on context-specific word embeddings.

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

Experiment code for the LREC paper "Few-Shot Learning for Argument Aspects of the Nuclear Energy Debate"

Repository for paper "Embedding Regression: Models for Context-Specific Description and Inference"

📰 Working with newspaper data from 'LexisNexis'

article collector utils for WE1S (WhatEvery1Says)

Python package to interact with Factiva news-related APIs. Services are described in the Dow Jones Developer Platform.

R.TeMiS: R Text Mining Solution

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Natural Language Processing with Flair, published by Packt

Code for Paper: “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors

A simple web scraping tool to get articles from Dow Jones Factiva

A package designed to measure populism in text with a German dictionary.

Using Transformers from HuggingFace in R

Functions that help to work with dictionaries that include search strings (and wildcards) consisting of multiple words

[EMNLP 2021] Improving and Simplifying Pattern Exploiting Training

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

Course repository for the session "Hands-on Transformers: Fine-Tune your own BERT and GPT" of the Data Science Summer School 2023

Efficient few-shot learning with Sentence Transformers

Im Datensatz '7-Tage-Inzidenz von COVID-19 in Deutschland' werden die aktuellen 7-Tage-Inzidenzen der nach den Vorgaben des Infektionsschutzgesetzes - IfSG - an das RKI übermittelten COVID-19-Fälle…

Replication materials for "Exposure to the Russian Internet Research Agency foreign influence campaign on Twitter in the 2016 US Election and its relationship to attitudes and voting behavior"

Im Datensatz 'COVID-19-Todesfälle in Deutschland' werden die Todesfälle in Bezug auf COVID-19 in Deutschland bereitgestellt. Darüber hinaus wird neben der Anzahl der übermittelten Todesfälle der Fa…