LLMs for Generating and Evaluating Counterfactuals (EMNLP’24)
“What minimal changes to this text would cause the text classifier to change its prediction?” Counterfactual texts, i.e. minimal changes to inputs that alter...
Posts by Tag
- publication 5
- natural language processing 5
- explainable AI 4
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publication
InfoLossQA – Characterizing and Recovering Information Loss in Text Simplification (ACL’24)
Text simplification aims to make texts more accessible to a broader audience. Simplification, however, is inherently a lossy process. Additionally, one simpl...
‘The Queen of England is not England’s Queen.’ Factual coherency of PLMs at EACL’24
When humans know “Rome is the capital of Italy”, they also know “The capital of Italy is Rome”. This means, if humans know a fact, they can be either queried...
Paper ‘Give Me the Facts!’ at EMNLP’23
How do we know what Language Models know? And what are obstacles in using them as knowledge bases? In our recent paper presented at EMNLP, we survey methods ...
PIP-Net - interpretable computer vision at CVPR’23
Interpretable methods using prototypical patches help AI explain its reasoning to humans. However, current prototype-based methods may not align with human v...
natural language processing
LLMs for Generating and Evaluating Counterfactuals (EMNLP’24)
“What minimal changes to this text would cause the text classifier to change its prediction?” Counterfactual texts, i.e. minimal changes to inputs that alter...
InfoLossQA – Characterizing and Recovering Information Loss in Text Simplification (ACL’24)
Text simplification aims to make texts more accessible to a broader audience. Simplification, however, is inherently a lossy process. Additionally, one simpl...
Start of the Marflex Project Marcel – Student Chatbot
The MarFlex initiative aims to make study programs and processes more flexible to cater for (more) diverse needs of students. Under this umbrella, we will d...
‘The Queen of England is not England’s Queen.’ Factual coherency of PLMs at EACL’24
When humans know “Rome is the capital of Italy”, they also know “The capital of Italy is Rome”. This means, if humans know a fact, they can be either queried...
Paper ‘Give Me the Facts!’ at EMNLP’23
How do we know what Language Models know? And what are obstacles in using them as knowledge bases? In our recent paper presented at EMNLP, we survey methods ...
explainable AI
PhD Award Meike Nauta
Meike Nauta wins the Overijssel PhD Award for her thesis “Explainable AI and Interpretable Computer Vision - From Oversight to Insight.” The award is recogni...
Start of the Pioneers in Healthcare project ReBreCa
Pioneers in Healthcare is an innovation fund awarded by University of Twente, Saxion, MST, ZGT and Deventer Hospital awarding projects with impact on health ...
PIP-Net - interpretable computer vision at CVPR’23
Interpretable methods using prototypical patches help AI explain its reasoning to humans. However, current prototype-based methods may not align with human v...
computer vision
Start of the Pioneers in Healthcare project ReBreCa
Pioneers in Healthcare is an innovation fund awarded by University of Twente, Saxion, MST, ZGT and Deventer Hospital awarding projects with impact on health ...
PIP-Net - interpretable computer vision at CVPR’23
Interpretable methods using prototypical patches help AI explain its reasoning to humans. However, current prototype-based methods may not align with human v...
funding
Start of the Marflex Project Marcel – Student Chatbot
The MarFlex initiative aims to make study programs and processes more flexible to cater for (more) diverse needs of students. Under this umbrella, we will d...
Start of the Pioneers in Healthcare project ReBreCa
Pioneers in Healthcare is an innovation fund awarded by University of Twente, Saxion, MST, ZGT and Deventer Hospital awarding projects with impact on health ...
survey
Paper ‘Give Me the Facts!’ at EMNLP’23
How do we know what Language Models know? And what are obstacles in using them as knowledge bases? In our recent paper presented at EMNLP, we survey methods ...
awards
PhD Award Meike Nauta
Meike Nauta wins the Overijssel PhD Award for her thesis “Explainable AI and Interpretable Computer Vision - From Oversight to Insight.” The award is recogni...