Konstantin Dobler
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Cross-Pollinator (13) ๐ Renaissance Researcher (5)
๐
Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(14)
๐
Trend Setter
Conferences
ACL (2)
EMNLP (1)
IJCAI (1)
NIPS (1)
Top co-authors
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
NIPS 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