Christin Seifert
19 papers · 2021–2026 · 9 venues · across top CS/AI venues
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knowledge base
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prototype learning
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pre-trained language model
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model interpretability
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text simplification
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factual knowledge
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knowledge editing
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natural language inference
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natural language generation
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in-context learning
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data augmentation
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sentiment analysis
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image classification
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text summarization
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language modeling
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information retrieval
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Papers
How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective
EACL 2026
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
ACL 2026
Persuasion Tokens for Editing Factual Knowledge in LLMs
EACL 2026
Behavioral Analysis of Information Salience in Large Language Models
ACL 2025
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
ICCV 2025
Has this Fact been Edited? Detecting Knowledge Edits in Language Models
NAACL 2025
How to Make LLMs Forget: On Reversing In-Context Knowledge Edits
NAACL 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support
EMNLP 2025
Position: Editing Large Language Models Poses Serious Safety Risks
ICML 2025
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding
COLING 2024
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification
ACL 2024
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
EMNLP 2024
The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs
EACL 2024
Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges
IJCAI 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models
EMNLP 2023
PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification
CVPR 2023
Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing
ACL 2023
Patient-friendly Clinical Notes: Towards a new Text Simplification Dataset
EMNLP 2022
Neural Prototype Trees for Interpretable Fine-Grained Image Recognition
CVPR 2021