Vinay Samuel
6 papers · 2024–2025 · 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 · Bronze
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Taxonomy Completionist
(16)
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The Questioner
Venues
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Research topics
Keywords
large language model
(4)
benchmark evaluation
(2)
natural language inference
(1)
data augmentation
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
text summarization
(1)
reading comprehension
(1)
synthetic data generation
(1)
evaluation framework
(1)
language model
(1)
synthetic data
(1)
multimodal large language model
(1)
model generalization
(1)
data contamination
(1)
dataset benchmark
(1)
clinical text
(1)
attribute value extraction
(1)
persona consistency
(1)
Papers
CIE: Controlling Language Model Text Generations Using Continuous Signals
EMNLP 2025
PersonaGym: Evaluating Persona Agents and LLMs
EMNLP 2025
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges
COLING 2025
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges
ACL 2024
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
ACL 2024
TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis
SemEval 2024