Sanjana Ramprasad
5 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(5)
Generation
(5)
Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(3)
text summarization
(2)
extractive summarization
(1)
factuality evaluation
(1)
text generation
(1)
information retrieval
(1)
cross-domain analysis
(1)
error detection
(1)
hallucination detection
(1)
encoder-decoder architecture
(1)
sequence-to-sequence model
(1)
faithfulness evaluation
(1)
dialogue summarization
(1)
abstractive summarization
(1)
multi-document summarization
(1)
contextual inference
(1)
neural summarization
(1)
factuality prediction
(1)
clinical documentation
(1)
summarization benchmark
(1)
Papers
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends
ACL 2024
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains
EACL 2024
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges
EACL 2023
Generating more faithful and consistent SOAP notes using attribute-specific parameters
MLHC 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains
EMNLP 2023