Karl Aberer
10 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
(58)
💎
Century Club · Bronze
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Research topics
Natural Language Processing
(9)
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Applications
(5)
Resources & Methods
(5)
Deep Learning
(4)
Application Areas
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Generation
(1)
Keywords
model compression
(2)
multilingual language model
(2)
vision-language model
(2)
cross-lingual transfer
(2)
matrix factorization
(2)
semi-supervised learning
(1)
benchmark evaluation
(1)
representation learning
(1)
attention mechanism
(1)
logical reasoning
(1)
knowledge distillation
(1)
machine translation
(1)
event understanding
(1)
zero-shot learning
(1)
cross-modal retrieval
(1)
document understanding
(1)
multimodal learning
(1)
narrative understanding
(1)
time series forecasting
(1)
causal reasoning
(1)
Papers
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts
ACL 2025
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention
EMNLP 2023
CRAB: Assessing the Strength of Causal Relationships Between Real-world Events
EMNLP 2023
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models
EACL 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages
ACL 2023
An Efficient Active Learning Pipeline for Legal Text Classification
EMNLP 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models
EMNLP 2022
Direction is what you need: Improving Word Embedding Compression in Large Language Models
ACL 2021
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task
EMNLP 2019
Hybrid Neural Networks for Learning the Trend in Time Series
IJCAI 2017