Subendhu Rongali
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Speech & Audio
(1)
Applications
(1)
Generation
(1)
Keywords
semantic parsing
(3)
zero-shot learning
(2)
unsupervised parsing
(2)
constituency parsing
(2)
few-shot learning
(2)
automatic speech recognition
(1)
spoken language understanding
(1)
natural language understanding
(1)
low-resource learning
(1)
natural language
(1)
tree structure
(1)
end-to-end learning
(1)
context length
(1)
edge deployment
(1)
beam search
(1)
long context
(1)
performance degradation
(1)
distant supervision
(1)
sequence-to-sequence model
(1)
code embedding
(1)
Papers
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
EMNLP 2025
Low-Resource Compositional Semantic Parsing with Concept Pretraining
EACL 2023
Training Naturalized Semantic Parsers with Very Little Data
IJCAI 2022
Exploring Transfer Learning For End-to-End Spoken Language Understanding
AAAI 2021
Improved Latent Tree Induction with Distant Supervision via Span Constraints
EMNLP 2021
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings
EMNLP 2020
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders
EMNLP 2020