Sudeshna Sarkar
16 papers · 2007–2024 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Learning Types
(7)
Applications
(5)
Resources & Methods
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Generation
(2)
Understanding
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Keywords
transfer learning
(3)
low-resource language
(2)
event argument extraction
(2)
document-level extraction
(2)
few-shot learning
(2)
zero-shot learning
(2)
sentiment analysis
(1)
entity linking
(1)
structured prediction
(1)
knowledge distillation
(1)
dependency parsing
(1)
weakly supervised learning
(1)
information extraction
(1)
cross-lingual transfer
(1)
semantic parsing
(1)
similarity learning
(1)
argument extraction
(1)
universal dependencies
(1)
neural machine translation
(1)
text classification
(1)
Papers
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies
COLING 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study
ACL 2024
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation
AACL 2022
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?
COLING 2022
PESE: Event Structure Extraction using Pointer Network based Encoder-Decoder Architecture
AACL 2022
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation
ACL 2021
Biomedical Relation Classification by single and multiple source domain adaptation
EMNLP 2019
Medical Entity Linking using Triplet Network
NAACL 2019
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks
CoNLL 2017
An Efficient Technique for De-Noising Sentences using Monolingual Corpus and Synonym Dictionary
COLING 2012
A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition
IJCNLP 2008
A Hybrid Named Entity Recognition System for South and South East Asian Languages
IJCNLP 2008
Bengali and Hindi to English CLIR Evaluation
IJCNLP 2008
Gazetteer Preparation for Named Entity Recognition in Indian Languages
IJCNLP 2008
Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER
ACL 2008
Automatic Part-of-Speech Tagging for Bengali: An Approach for Morphologically Rich Languages in a Poor Resource Scenario
ACL 2007