Mayank Kulkarni
13 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
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Research topics
Machine Learning
(8)
Natural Language Processing
(8)
Artificial Intelligence
(6)
Application Areas
(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Understanding
(4)
Deep Learning
(3)
Applications
(3)
Core AI
(3)
Core Methods
(2)
Models
(2)
Learning Types · Deep Learning
(1)
Keywords
named entity recognition
(4)
entity-centric summarization
(3)
domain adaptation
(3)
cross-lingual transfer
(2)
transfer learning
(2)
extractive summarization
(2)
keyphrase extraction
(2)
few-shot learning
(2)
sentiment analysis
(2)
multilingual language model
(2)
question answering
(1)
benchmark evaluation
(1)
multilingual nlp
(1)
model merging
(1)
knowledge distillation
(1)
task-oriented dialogue
(1)
masked language model
(1)
text classification
(1)
information retrieval
(1)
semantic parsing
(1)
Papers
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages
EMNLP 2025
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs
NAACL 2025
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction
EACL 2024
An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing
ACL 2023
EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization
EMNLP 2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
ACL 2023
Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model
EACL 2023
Cross-lingual Few-Shot Learning on Unseen Languages
AACL 2022
EntSUM: A Data Set for Entity-Centric Extractive Summarization
ACL 2022
Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders
AACL 2022
Learning Rich Representation of Keyphrases from Text
NAACL 2022
Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference
ACL 2020
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models
NAACL 2018