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@DFKI-NLP

DFKI-NLP

Speech and Language Technology (SLT) Group of the Berlin lab of the German Research Center for Artificial Intelligence (DFKI)

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  1. thermostat thermostat Public

    Collection of NLP model explanations and accompanying analysis tools

    Jsonnet 145 8

  2. TRE TRE Public

    [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

    Python 108 12

  3. DISTRE DISTRE Public

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

    Python 85 13

  4. tacrev tacrev Public

    [ACL 20] TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

    Jupyter Notebook 72 8

  5. RelEx RelEx Public

    RelEx - A simple framework for Relation Extraction built on AllenNLP

    Jsonnet 16 1

  6. REval REval Public

    [ACL 20] Probing Linguistic Features of Sentence-level Representations in Neural Relation Extraction

    Python 13 4

Repositories

Showing 10 of 75 repositories
  • vLLM-Starter Public

    Scripts to run large language models with text generation using vLLM.

    Python 3 Apache-2.0 0 0 0 Updated Mar 21, 2025
  • dfki-nlp.github.io Public

    https://dfki-nlp.github.io

    SCSS 2 MIT 0 0 0 Updated Mar 17, 2025
  • SMM4H_2025_Task_1 Public

    This is accompanying code for SMM4H 2025, Task 1, Binary Classification of Social Media Posts containing Adverse Drug Events in German, French, Russian and English

    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Mar 12, 2025
  • eco-link Public
    Python 0 0 0 0 Updated Feb 11, 2025
  • tohyve-services Public
    Python 1 MIT 1 4 0 Updated Jan 30, 2025
  • perseus-textgen Public

    A repository for scripts to run awesomely large language models with text generation inference APIs and (chat) UIs

    Shell 1 MIT 0 3 0 Updated Nov 14, 2024
  • MultiTACRED Public

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

    Python 9 MIT 0 0 0 Updated Oct 16, 2024
  • pegasus-bridle Public

    Ease your training experience on the DFKI GPU cluster 🦄

    Shell 5 Apache-2.0 0 2 1 Updated Oct 14, 2024
  • CoXQL Public

    Code for the paper accepted at EMNLP 2024 Findings: "CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems" (Wang et al., 2024)

    Python 3 0 0 0 Updated Sep 21, 2024
  • faq-rewrites-llms Public

    This repository contains the dataset of FAQ texts rewritten using large language models described in our INLG 2024 paper "Enhancing Editorial Tasks: A Case Study on Rewriting Customer Help Page Contents Using Large Language Models".

    0 CC-BY-SA-4.0 0 0 0 Updated Sep 18, 2024
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