Stefan Winkler
11 papers · 2015–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (9)
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Taxonomy Completionist
(35)
π
Conference Polyglot
(8)
π
Academic Marathon
(10)
π
Century Club
(11)
β
The Questioner
ποΈ
Keyword Collector
(65)
Conferences
ACL (3)
AAAI (2)
CVPR (1)
EACL (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(5)
text classification
(2)
domain adaptation
(2)
data augmentation
(2)
reading comprehension
(2)
transfer learning
(1)
maximum entropy
(1)
zero-shot learning
(1)
hierarchical classification
(1)
multi-label classification
(1)
uncertainty quantification
(1)
model calibration
(1)
attention mechanism
(1)
benchmark evaluation
(1)
named entity recognition
(1)
natural language processing
(1)
chain-of-thought reasoning
(1)
text summarization
(1)
question answering
(1)
semantic segmentation
(1)
Papers
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction
NAACL 2025
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues
AAAI 2025
MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift
AAAI 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering
ACL 2024
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond
EACL 2024
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers?
EMNLP 2024
A Two-Stage Decoder for Efficient ICD Coding
ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patientsβ Problems and Data Augmentation with Black-box Large Language Models
ACL 2023
The Unusual Effectiveness of Averaging in GAN Training
ICLR 2019
Episodic CAMN: Contextual Attention-Based Memory Networks With Iterative Feedback for Scene Labeling
CVPR 2017
Inferring Painting Style with Multi-Task Dictionary Learning
IJCAI 2015