DFKI-NLP

thermostat

Collection of NLP model explanations and accompanying analysis tools

DISTRE

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

product-corpus

This repository contains the DFKI Product Corpus, a dataset of 174 documents annotated for product and company named entities, and the relation CompanyProvidesProduct.

MobIE

[Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fine-grained geo-entities, such as streets, stops and routes, as well as standard named entity types (organization, date, number, etc).

LLMCheckup

Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-explanation" (Wang et al. 2024)

MultiTACRED

[ACL23] This repository contains the code for our paper "MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset"

smartdata-corpus

A dataset of almost 2600 German-language documents which has been annotated with fine-grained geo-entities, standard named entity types, and a set of 15 traffic- and industry-related relations.

gevalm

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

SMV

Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)

pgig

pegasus-bridle

Ease your training experience on the DFKI GPU cluster :unicorn:

InterroLang

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

sherlock

State-of-the-art Information Extraction

CoXQL

CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems

dfki-nlp.github.io

https://dfki-nlp.github.io

Ex4CDS

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

mt-testsuite

Test Suite for linguistically-motivated fine grained evaluation of machine translation

cross-ling-adr

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

for-classifier

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

keepha_annotation_guidelines

nfdi4ds-forc

Repository for constructing a dataset for the Field of Research Classification task.

pynegex

PyNegEx pypi modular package for negex

sam

semisupervised-mt-qe

Scripts and data to reproduce the experiments of the paper Bhatia et. al 2023, " Semi-supervised learning for Quality Estimation of Machine Translation" - MT Summit 2023

Taxonomy4CL

Taxonomy for Computational Linguistics topics

tohyve-services

ACL2024-SymmetricAttentionBert

bias-memit

Mass-Editing Stereotypical Associations to Mitigate Bias in Language Models

IE-papers

radiant

Web RAdio and auDIo processing system for Acessibility aNd Traceability