Vikrant Yadav
6 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Core Methods
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
active learning
(3)
text classification
(3)
label ranking
(2)
transfer learning
(1)
information retrieval
(1)
passage retrieval
(1)
multi-label classification
(1)
semantic search
(1)
pseudo labeling
(1)
deep learning
(1)
dense retrieval
(1)
document classification
(1)
benchmark dataset
(1)
parameter initialization
(1)
text encoder
(1)
data scarcity
(1)
scientific literature
(1)
extreme multi-label classification
(1)
generative pseudo labeling
(1)
patent classification
(1)
Papers
Scalable Patent Classification with Aggregated Multi-View Ranking
COLING 2024
Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation
EMNLP 2023
Few-shot initializing of Active Learner via Meta-Learning
EMNLP 2022
Unsupervised Dense Retrieval for Scientific Articles
EMNLP 2022
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles
EMNLP 2020
thecerealkiller at SemEval-2016 Task 4: Deep Learning based System for Classifying Sentiment of Tweets on Two Point Scale
SemEval 2016