Sandeep Tata
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
EMNLP (3)
ACL (1)
COLING (1)
Top co-authors
Keywords
large language model
(2)
representation learning
(1)
in-context learning
(1)
information extraction
(1)
document understanding
(1)
text summarization
(1)
incremental learning
(1)
token efficiency
(1)
uncertainty sampling
(1)
selective labeling
(1)
language model
(1)
retrieval-augmented generation
(1)
long context
(1)
key-value cache
(1)
structured representation
(1)
data labeling
(1)
knowledge update
(1)
document extraction
(1)
visual document
(1)
synthetic benchmark
(1)
Papers
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization
COLING 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
EMNLP 2025
Enhancing Incremental Summarization with Structured Representations
EMNLP 2024
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models
EMNLP 2023
Representation Learning for Information Extraction from Form-like Documents
ACL 2020