Filip Ilievski
25 papers · 2016–2025 · 11 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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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π§
Keyword Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(112)
β
The Questioner
(2)
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(17)
Natural Language Processing
(17)
Core AI
(17)
Machine Learning
(13)
Applications
(12)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Core Methods
(6)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Keywords
language model
(7)
commonsense reasoning
(7)
zero-shot learning
(3)
question answering
(3)
knowledge graph
(3)
lateral thinking
(3)
text generation
(2)
visual question answering
(2)
neural network
(2)
vision-language model
(2)
text classification
(2)
multimodal large language model
(2)
semantic analysis
(2)
visual reasoning
(2)
information extraction
(2)
entity linking
(1)
natural language inference
(1)
transfer learning
(1)
attention mechanism
(1)
few-shot learning
(1)
Papers
COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes
AAAI 2025
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning
CVPR 2025
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
ICLR 2025
Contextualizing Argument Quality Assessment with Relevant Knowledge
NAACL 2024
FIRE: Food Image to REcipe Generation
WACV 2024
Knowledge-Powered Recommendation for an Improved Diet Water Footprint
AAAI 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
NeurIPS 2024
Robust Text Classification: Analyzing Prototype-Based Networks
EMNLP 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense
SemEval 2024
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models
EMNLP 2023
Case-Based Reasoning with Language Models for Classification of Logical Fallacies
IJCAI 2023
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
ICLR 2023
Augmenting Knowledge Graphs for Better Link Prediction
IJCAI 2022
Coalescing Global and Local Information for Procedural Text Understanding
COLING 2022
Contextualized Scene Imagination for Generative Commonsense Reasoning
ICLR 2022
PaCo: Preconditions Attributed to Commonsense Knowledge
EMNLP 2022
Do Language Models Perform Generalizable Commonsense Inference?
ACL 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models
EMNLP 2021
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering
AAAI 2021
Numeracy enhances the Literacy of Language Models
EMNLP 2021
Representing Numbers in NLP: a Survey and a Vision
NAACL 2021
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering
EMNLP 2020
SemEval-2018 Task 5: Counting Events and Participants in the Long Tail
SemEval 2018
Systematic Study of Long Tail Phenomena in Entity Linking
COLING 2018
Semantic overfitting: what βworldβ do we consider when evaluating disambiguation of text?
COLING 2016