Fabian Küch
3 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(13)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
Top co-authors
Keywords
natural language understanding
(2)
few-shot learning
(1)
domain adaptation
(1)
knowledge distillation
(1)
natural language generation
(1)
language model evaluation
(1)
intent classification
(1)
computational efficiency
(1)
instruction tuning
(1)
clustering algorithm
(1)
data selection
(1)
evaluation benchmark
(1)
task reformulation
(1)
transformer-based model
(1)
embedding model
(1)
generative task
(1)
benchmark reformulation
(1)
capability assessment
(1)
model compression
(1)
training monitoring
(1)
Papers
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models
EMNLP 2025
Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
EMNLP 2025
Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains
ACL 2022