Jaap Jumelet
22 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Deep Specialist
(10)
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Mega-Team · Squad
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Topic Evolution
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Unstoppable · Bronze
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The Questioner
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Keyword Collector
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Century Club · Bronze
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Research topics
Artificial Intelligence
(14)
Core AI
(14)
Natural Language Processing
(12)
Machine Learning
(10)
Generation
(9)
Deep Learning
(7)
Resources & Methods
(5)
Interdisciplinary
(4)
Core Methods
(4)
Optimization & Theory
(4)
Architectures
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Learning Types
(3)
Linguistics
(3)
Models
(3)
Understanding
(3)
Keywords
language model
(12)
representation learning
(3)
long short-term memory
(2)
cognitive modeling
(2)
language acquisition
(2)
encoder-decoder model
(2)
feature attribution
(2)
pre-trained language model
(2)
contextual decomposition
(2)
language modeling
(2)
attention mechanism
(1)
language model evaluation
(1)
part-of-speech tagging
(1)
neural network interpretability
(1)
dependency parsing
(1)
probabilistic grammar
(1)
benchmark evaluation
(1)
model interpretability
(1)
masked language model
(1)
multilingual machine translation
(1)
Papers
Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models
EACL 2026
BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data
EACL 2026
CAIT: A Syntactic Parsing Toolkit for Child–Adult InTeractions
CoNLL 2026
Vocabulary Shapes Cross-Lingual Variation of Word-Order Learnability in Language Models
ACL 2026
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models
EMNLP 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data
EMNLP 2025
TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs
EMNLP 2025
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers
NAACL 2024
Do Language Models Exhibit Human-like Structural Priming Effects?
ACL 2024
Interpretability of Language Models via Task Spaces
ACL 2024
Transformer-specific Interpretability
EACL 2024
Attribution and Alignment: Effects of Local Context Repetition on Utterance Production and Comprehension in Dialogue
CoNLL 2023
ChapGTP, ILLC’s Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation
CoNLL 2023
Feature Interactions Reveal Linguistic Structure in Language Models
ACL 2023
Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution
EMNLP 2023
The Birth of Bias: A case study on the evolution of gender bias in an English language model
NAACL 2022
Attention vs non-attention for a Shapley-based explanation method
NAACL 2021
Language Modelling as a Multi-Task Problem
EACL 2021
Language Models Use Monotonicity to Assess NPI Licensing
ACL 2021
diagNNose: A Library for Neural Activation Analysis
EMNLP 2020
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment
CoNLL 2019
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items
EMNLP 2018