Parag Jain
10 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Champion
(3)
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Trend Setter
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(52)
Top co-authors
Research topics
Natural Language Processing
(8)
Deep Learning
(7)
Generation
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Applications
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Knowledge & Reasoning
(2)
Representation
(2)
Techniques
(2)
Application Areas
(1)
Core Methods
(1)
Keywords
unsupervised learning
(3)
structured data
(3)
knowledge graph
(3)
attention mechanism
(2)
natural language generation
(2)
data-to-text generation
(2)
semantic parsing
(2)
denoising autoencoder
(1)
knowledge distillation
(1)
zero-shot learning
(1)
knowledge base
(1)
text simplification
(1)
weak supervision
(1)
multi-domain learning
(1)
program synthesis
(1)
prompting strategy
(1)
structured output generation
(1)
controllable generation
(1)
deep neural network
(1)
text generation
(1)
Papers
STRUCTSUM Generation for Faster Text Comprehension
ACL 2024
Conversational Semantic Parsing using Dynamic Context Graphs
EMNLP 2023
Multi-Document Summarization with Centroid-Based Pretraining
ACL 2023
Semantic Parsing for Conversational Question Answering over Knowledge Graphs
EACL 2023
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective
ACL 2019
Unified Semantic Parsing with Weak Supervision
ACL 2019
Unsupervised Controllable Text Formalization
AAAI 2019
Unsupervised Neural Text Simplification
ACL 2019
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization
NAACL 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization
NAACL 2018