Börje F. Karlsson
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Mega-Team · Legion
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(2)
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Century Club · Bronze
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Renaissance Researcher
(6)
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Keyword Collector
(91)
Top co-authors
Research topics
Artificial Intelligence
(11)
Natural Language Processing
(11)
Machine Learning
(9)
Core AI · Artificial Intelligence
(9)
Resources & Methods
(9)
Learning Types · Machine Learning
(6)
Understanding
(6)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Learning Paradigms
(3)
Computer Vision
(2)
Interdisciplinary
(2)
Applications
(2)
Core AI · Computer Vision
(2)
Keywords
named entity recognition
(6)
cross-lingual transfer
(5)
knowledge distillation
(3)
transfer learning
(3)
domain adaptation
(2)
question answering
(2)
vision-language model
(2)
cross-lingual ner
(2)
unlabeled data
(2)
cross-lingual named entity recognition
(2)
benchmark evaluation
(2)
semantic parsing
(1)
chain-of-thought reasoning
(1)
few-shot learning
(1)
dataset collection
(1)
multi-source learning
(1)
cross-lingual annotation
(1)
knowledge base
(1)
preference learning
(1)
visual grounding
(1)
Papers
DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning
AAAI 2026
Cradle: Empowering Foundation Agents towards General Computer Control
ICML 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents
ICLR 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning
EMNLP 2025
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
ACL 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
NAACL 2024
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition
ACL 2023
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text
ACL 2023
TACR: A Table Alignment-based Cell Selection Method for HybridQA
ACL 2023
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base
EMNLP 2022
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
ACL 2021
Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources
AAAI 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
ACL 2020
UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
IJCAI 2020