Lukas Edman
14 papers · 2019–2025 · 4 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34)
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Topic Evolution
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(64)
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Century Club · Bronze
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Unstoppable · Bronze
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Machine Learning
(12)
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low-resource language
(4)
large language model
(4)
neural machine translation
(4)
transfer learning
(2)
morphological segmentation
(2)
unsupervised machine translation
(2)
token understanding
(2)
machine translation
(2)
synthetic data
(1)
text representation
(1)
text classification
(1)
benchmark evaluation
(1)
masked language modeling
(1)
data selection
(1)
parallel corpus
(1)
subword tokenization
(1)
token prediction
(1)
question answering
(1)
context window
(1)
positional encoding
(1)
Papers
EXECUTE: A Multilingual Benchmark for LLM Token Understanding
ACL 2025
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA
EMNLP 2025
Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs
EMNLP 2025
Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding
ACL 2025
Are BabyLMs Second Language Learners?
CoNLL 2024
CUTE: Measuring LLMs’ Understanding of Their Tokens
EMNLP 2024
LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification
SemEval 2023
Too Much Information: Keeping Training Simple for BabyLMs
CoNLL 2023
RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations
SemEval 2022
Subword-Delimited Downsampling for Better Character-Level Translation
EMNLP 2022
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language
EMNLP 2021
Data Selection for Unsupervised Translation of German–Upper Sorbian
EMNLP 2020
Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training
EMNLP 2020
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data
ACL 2019