Amit Gajbhiye
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🔥
Unstoppable · Bronze
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The Questioner
(2)
Venues
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Research topics
Machine Learning
(6)
Core Methods
(5)
Natural Language Processing
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types
(1)
Reasoning
(1)
Understanding
(1)
Keywords
concept embedding
(3)
decontextualized embedding
(2)
large language model
(2)
machine translation
(1)
prompt engineering
(1)
multi-label classification
(1)
text representation
(1)
quality estimation
(1)
taxonomy learning
(1)
property prediction
(1)
commonsense reasoning
(1)
entity typing
(1)
sentence-level prediction
(1)
entity clustering
(1)
concept encoding
(1)
hypernym discovery
(1)
commonsense properties
(1)
pre-trained bi-encoder
(1)
transformer model
(1)
cognitive linguistics
(1)
Papers
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings
EMNLP 2025
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings
COLING 2024
Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces
EMNLP 2023
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies
EMNLP 2023
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders
COLING 2022
deepQuest-py: Large and Distilled Models for Quality Estimation
EMNLP 2021
Knowledge Distillation for Quality Estimation
ACL 2021