Matthias Aßenmacher
21 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Research topics
Keywords
large language model
(5)
decoding strategy
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sentiment analysis
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uncertainty estimation
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natural language processing
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text classification
(2)
human judgment
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gender bias detection
(2)
open-ended text generation
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text generation
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prompt engineering
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information extraction
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in-context learning
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model evaluation
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zero-shot learning
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data augmentation
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deep clustering
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stance detection
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transfer learning
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educational resources
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Papers
Can Calibration of Positional Encodings Enhance Long Context Utilization?
EACL 2026
Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics
ACL 2026
promptolution: A Unified, Modular Framework for Prompt Optimization
EACL 2026
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers
NAACL 2025
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study
ACL 2025
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports
EMNLP 2025
Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora
AACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks
ACL 2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
EMNLP 2025
Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan
NAACL 2025
Revisiting Active Learning under (Human) Label Variation
EMNLP 2025
taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades
ACL 2025
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
ACL 2025
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation
EMNLP 2024
Collaborative Development of Modular Open Source Educational Resources for Natural Language Processing
ACL 2024
Detecting Gender Discrimination on Actor Level Using Linguistic Discourse Analysis
ACL 2024
Divergent Token Metrics: Measuring degradation to prune away LLM components – and optimize quantization
NAACL 2024
Automatic Transcription of Handwritten Old Occitan Language
EMNLP 2023
CC-Top: Constrained Clustering for Dynamic Topic Discovery
EMNLP 2022
Pre-trained language models evaluating themselves - A comparative study
ACL 2022
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News
COLING 2020