Samarth Bhargav
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Applications
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
wasserstein distance
(1)
reproducible research
(1)
benchmark evaluation
(1)
semi-supervised learning
(1)
natural language processing
(1)
ai education
(1)
optimal transport
(1)
entity linking
(1)
information retrieval
(1)
semantic analysis
(1)
entity disambiguation
(1)
computational linguistics
(1)
machine learning
(1)
prior probability
(1)
sinkhorn algorithm
(1)
generative model
(1)
benchmark dataset
(1)
latent space
(1)
evaluation benchmark
(1)
robustness evaluation
(1)
Papers
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
EMNLP 2025
ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing
ACL 2022
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence
AAAI 2022
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing
EMNLP 2021
Sinkhorn AutoEncoders
UAI 2019