Nitesh Kumar
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Core Methods
(3)
Natural Language Processing
(2)
Resources & Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
large language model
(2)
conceptual space
(2)
transfer learning
(1)
knowledge distillation
(1)
lexical semantics
(1)
feature encoding
(1)
knowledge graph
(1)
probabilistic graphical model
(1)
embedding alignment
(1)
relation embedding
(1)
context-specific independence
(1)
semantic feature
(1)
entity ranking
(1)
prototype embedding
(1)
likelihood weighting
(1)
perceptual feature
(1)
fine-tuning strategies
(1)
analogy question
(1)
representation learning
(1)
sampling variance
(1)
Papers
Extracting Conceptual Spaces from LLMs Using Prototype Embeddings
EMNLP 2025
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies
ACL 2024
Solving Hard Analogy Questions with Relation Embedding Chains
EMNLP 2023
Context-Specific Likelihood Weighting
AISTATS 2021