Ubiquitous Knowledge Processing Lab

university

https://www.informatik.tu-darmstadt.de/ukp

UKPLab

UKPLab

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AI & ML interests

The Ubiquitous Knowledge Processing Lab researches natural language processing, text mining, eLearning, and digital humanities.

Recent Activity

Justus-Jonas authored a paper 5 days ago

Triple-Encoders: Representations That Fire Together, Wire Together

Justus-Jonas authored a paper 5 days ago

Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning

Justus-Jonas authored a paper 5 days ago

GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval

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UKPLab's activity

Justus-Jonas

authored 3 papers 5 days ago

Triple-Encoders: Representations That Fire Together, Wire Together

Paper • 2402.12332 • Published Feb 19, 2024 • 2

Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning

Paper • 2211.07591 • Published Nov 14, 2022

GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval

Paper • 2503.07519 • Published 20 days ago

timbmg

updated a dataset 17 days ago

UKPLab/PeerQA

Updated 17 days ago • 383 • 1

timbmg

authored 7 papers 19 days ago

Best-of-Venom: Attacking RLHF by Injecting Poisoned Preference Data

Paper • 2404.05530 • Published Apr 8, 2024

UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA

Paper • 2208.09316 • Published Aug 19, 2022

UKP-SQUARE: An Online Platform for Question Answering Research

Paper • 2203.13693 • Published Mar 25, 2022

UKP-SQuARE v3: A Platform for Multi-Agent QA Research

Paper • 2303.18120 • Published Mar 31, 2023

Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking

Paper • 2210.10695 • Published Oct 19, 2022

Scalable and Domain-General Abstractive Proposition Segmentation

Paper • 2406.19803 • Published Jun 28, 2024 • 3

PeerQA: A Scientific Question Answering Dataset from Peer Reviews

Paper • 2502.13668 • Published Feb 19 • 1

Justus-Jonas

updated a model 19 days ago

UKPLab/GritHopper-7B

Sentence Similarity • Updated 19 days ago • 31 • 1

timbmg

published a dataset 26 days ago

UKPLab/PeerQA

Updated 17 days ago • 383 • 1

Justus-Jonas

published a model about 1 month ago

UKPLab/GritHopper-7B

Sentence Similarity • Updated 19 days ago • 31 • 1

haritzpuerto

posted an update 2 months ago

Post

625

I just got my first ChatGPT review on ARR! 😅 Any advice on how to prove it's AI-generated? Thanks!

3 replies

·

haritzpuerto

posted an update 2 months ago

Post

1471

I'm excited to announce that my internship paper at Parameter Lab was accepted to Findings of #NAACL2025 🎉
TLDR: Stating an LLM was trained on a sentence might not be possible 😥 , but it is possible for large enough amounts of tokens, such as long documents or multiple documents! 🤯
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models (2411.00154)
🔗 https://github.com/parameterlab/mia-scaling

lenglaender

updated a dataset 4 months ago

UKPLab/m2qa

Viewer • Updated Dec 10, 2024 • 21k • 129 • 2

haritzpuerto

authored a paper 5 months ago

Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models

Paper • 2411.00154 • Published Oct 31, 2024

Justus-Jonas

updated a model 7 months ago

UKPLab/triple-encoders-dailydialog

Text Retrieval • Updated Sep 3, 2024 • 23 • 6

iNeil77

updated a dataset 7 months ago

UKPLab/SLTrans

Viewer • Updated Aug 23, 2024 • 6.98M • 312 • 7