Konstantin Dobler
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Trend Setter
Venues
Top co-authors
Research topics
Natural Language Processing
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Computer Vision
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
transfer learning
(1)
domain adaptation
(1)
uncertainty quantification
(1)
factual knowledge
(1)
language identification
(1)
continued pretraining
(1)
instruction tuning
(1)
probability calibration
(1)
semantic similarity
(1)
generative adversarial network
(1)
hallucination mitigation
(1)
token prediction
(1)
knowledge acquisition
(1)
human annotation
(1)
multilingual model
(1)
domain-specific knowledge
(1)
multilingual corpus
(1)
language specialization
(1)
embedding initialization
(1)
Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
NeurIPS 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians
ACL 2024
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models
EMNLP 2023
Art Creation with Multi-Conditional StyleGANs
IJCAI 2022