Mitja Nikolaus
9 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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The Questioner
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Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Architectures
(3)
Core AI · Artificial Intelligence
(3)
Interdisciplinary
(2)
Core Methods
(2)
Linguistics
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
language acquisition
(3)
text classification
(2)
neural network
(2)
semantic knowledge
(2)
syntactic analysis
(1)
signaling games
(1)
cross-situational learning
(1)
recurrent neural network
(1)
vision-language model
(1)
pre-trained language model
(1)
multimodal reasoning
(1)
parameter space
(1)
generalization performance
(1)
word embedding
(1)
sequence-to-sequence model
(1)
dialogue system
(1)
sequence to sequence
(1)
syntactic dependency
(1)
emergent communication
(1)
common ground
(1)
Papers
Automatic Annotation of Grammaticality in Child-Caregiver Conversations
COLING 2024
Automatic Coding of Contingency in Child-Caregiver Conversations
COLING 2024
CHICA: A Developmental Corpus of Child-Caregiver’s Face-to-face vs. Video Call Conversations in Middle Childhood
COLING 2024
Emergent Communication with Conversational Repair
ICLR 2024
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?
EMNLP 2022
Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks
NAACL 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge
CoNLL 2021
Compositional Generalization in Image Captioning
CoNLL 2019
On the Realization of Compositionality in Neural Networks
ACL 2019