Matthias Aßenmacher
22 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)
🐝
Cross-Pollinator
(10)
🌈
Renaissance Researcher
(6)
🗺️
Taxonomy Completionist
(53)
🏆
Keyword Champion
(2)
🤝
Dynamic Duo
(11)
❓
The Questioner
💎
Century Club
(18)
🗃️
Keyword Collector
(106)
🔥
Unstoppable
(5)
⚡
Prolific Year
(10)
Conferences
ACL (8)
EMNLP (6)
NAACL (3)
EACL (2)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(5)
decoding strategy
(4)
sentiment analysis
(3)
text generation
(2)
uncertainty estimation
(2)
natural language processing
(2)
open-ended text generation
(2)
text corpus
(2)
text classification
(2)
gender discrimination
(2)
human judgment
(2)
gender bias detection
(2)
model evaluation
(1)
prompt engineering
(1)
information extraction
(1)
in-context learning
(1)
zero-shot learning
(1)
data augmentation
(1)
deep clustering
(1)
stance detection
(1)
Papers
Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics
ACL 2026
Can Calibration of Positional Encodings Enhance Long Context Utilization?
EACL 2026
promptolution: A Unified, Modular Framework for Prompt Optimization
EACL 2026
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework
ACL 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
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study
ACL 2025
taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades
ACL 2025
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports
EMNLP 2025
Revisiting Active Learning under (Human) Label Variation
EMNLP 2025
Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora
IJCNLP 2025
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers
NAACL 2025
Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan
NAACL 2025
Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora
AACL 2025
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
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
Automatic Transcription of Handwritten Old Occitan Language
EMNLP 2023
Pre-trained language models evaluating themselves - A comparative study
ACL 2022
CC-Top: Constrained Clustering for Dynamic Topic Discovery
EMNLP 2022
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News
COLING 2020