Nitesh Kumar
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
AISTATS (1)
Top co-authors
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