dfki-nlp Goto Github PK

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

bias-memit

Mass-Editing Stereotypical Associations to Mitigate Bias in Language Models

celebrity-corpus

The “Celebrity” corpus consists of 150 news articles annotated with three semantic relations of the biographic domain. The corpus is provided in two formats, a CoNLL-like format (plain-text files with tabular-separated values) and an XML-based format. Files in the XML-based format can be loaded with https://github.com/DFKI-NLP/recon.

cockrace-corpus

The “CockrACE” corpus consists of 140 news articles annotated with mentions of entities and their coreference links, as well as relation mentions for the evaluation of relation extraction (RE) experiments. Three semantic relations have been annotated, each of them dealing with people's family relationships (marriages, brother/sister, parent/child).

covid19-law-matching

Claim retrieval and matching with laws for COVID-19 related legislation (LREC 2022).

cross-ling-adr

[LREC 2022] Cross-lingual Approaches for the Detection of Adverse Drug Reactions

cross-nvc

Crosslingual Neural Vector Conceptualization

defx

[SemEval 2020] Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction

dfki-nlp.github.io

https://dfki-nlp.github.io

diamat

Machine Translation Diagnostics Tool

discrete-ehr

ICU predictions on MIMIC-III with discrete and distributed event representations.

distre

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

dtforumsummary

emp-exp

errudite

An Interactive Tool for Scalable and Reproducible Error Analysis.

eventx

Event extraction implementation - Joint classification of events and arguments

ex4cds

The repository for our annotated corpus of textual explanations for clinical decision support.

fewie

Few-shot named entity recognition

flairrelex

A very simple framework for state-of-the-art NLP

for-classifier

📚 Code for my master's thesis "Investigating Knowledge Injection Approaches for Research Field Classification of Scholarly Articles".

gevalm

Code and data for the paper "Evaluating German Transformer Language Models with Syntactic Agreement Tests" (Zaczynska et al., 2020)

ie-papers

interrolang

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations [EMNLP 2023 Findings]

joeynmt

Minimalist NMT for educational purposes

keepha_annotation_guidelines

language-attributions

Learning Explanations from Language Data

llmcheckup

LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools

low-resource

[ACL-ECNLP 2020] Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning

lrv

Layerwise Relevance Visualization in Convolutional Text Graph Classifiers

marian-docker

Dockerfiles for providing a compiled version of the Marian neural machine translation toolkit