Simon Dobnik
16 papers · 2013–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
❓
The Questioner
(3)
🗃️
Keyword Collector
(69)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(11)
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Deep Learning
(6)
Understanding
(5)
Computer Vision
(4)
Applications
(4)
Architectures
(4)
Core Methods
(4)
Generation · Natural Language Processing
(4)
Application Areas
(3)
Generation · Computer Vision
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Keywords
neural language model
(3)
visual grounding
(2)
multimodal transformer
(2)
spatial relation
(2)
coreference resolution
(2)
attention mechanism
(2)
neural network
(2)
second language learner
(2)
deep neural network
(2)
named entity recognition
(2)
image captioning
(2)
text classification
(2)
cross-modal learning
(1)
binary classification
(1)
multimodal learning
(1)
text generation
(1)
sequence labeling
(1)
visual description
(1)
distributional semantics
(1)
semantic knowledge
(1)
Papers
Detecting Personal Identifiable Information in Swedish Learner Essays
EACL 2024
Did the Names I Used within My Essay Affect My Score? Diagnosing Name Biases in Automated Essay Scoring
EACL 2024
Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence?
NAACL 2024
Pseudonymization Categories across Domain Boundaries
COLING 2024
Anaphoric Phenomena in Situated dialog: A First Round of Annotations
COLING 2022
Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer
ACL 2022
Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation
EMNLP 2022
Reference and coreference in situated dialogue
NAACL 2021
Sky + Fire = Sunset. Exploring Parallels between Visually Grounded Metaphors and Image Classifiers
ACL 2020
Neural Models for Detecting Binary Semantic Textual Similarity for Algerian and MSA
ACL 2019
Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data
EMNLP 2019
What a neural language model tells us about spatial relations
NAACL 2019
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts
NAACL 2018
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models
NAACL 2018
Improving Neural Network Performance by Injecting Background Knowledge: Detecting Code-switching and Borrowing in Algerian texts
ACL 2018
A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task
EMNLP 2013