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.

meffi-prompt

[EMNLP 2022] Multilingual Relation Classification via Efficient and Effective Prompting

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)

gevalm

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

MultiTACRED

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

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

DTForumSummary

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