Prateek Singh
4 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
data augmentation
(1)
named entity recognition
(1)
information retrieval
(1)
paraphrase generation
(1)
retrieval-augmented generation
(1)
entity extraction
(1)
structured data
(1)
pipeline optimization
(1)
slot filling
(1)
natural language interface
(1)
financial domain
(1)
domain classification
(1)
large language model
(1)
multimodal retrieval-augmented generation
(1)
span-level labeling
(1)
document layout understanding
(1)
enterprise document question answering
(1)
layout-aware parsing
(1)
generative recall
(1)
Papers
MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A
ACL 2026
Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain
NAACL 2024
An efficient method for Natural Language Querying on Structured Data
ACL 2023
When and how to paraphrase for named entity recognition?
ACL 2023