Sudipta Sengupta
7 papers · 2022–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
large language model
(3)
code completion
(2)
language model
(2)
semantic parsing
(1)
language model agent
(1)
code generation
(1)
named entity recognition
(1)
static analysis
(1)
batch processing
(1)
indirect knowledge
(1)
synthetic data generation
(1)
supervised fine-tuning
(1)
digital agent
(1)
synthetic demonstration
(1)
entity linking
(1)
web task
(1)
task automation
(1)
kv cache
(1)
software development
(1)
imitation learning
(1)
Papers
BASS: Batched Attention-optimized Speculative Sampling
ACL 2024
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NeurIPS 2024
A Static Evaluation of Code Completion by Large Language Models
ACL 2023
Multi-lingual Evaluation of Code Generation Models
ICLR 2023
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding
EMNLP 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
ICML 2022