Vinay Samuel
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
COLING (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
large language model
(4)
benchmark evaluation
(2)
natural language inference
(2)
text summarization
(2)
clinical text
(2)
multimodal learning
(1)
reading comprehension
(1)
synthetic data generation
(1)
evaluation framework
(1)
language model
(1)
synthetic datum
(1)
multimodal large language model
(1)
model generalization
(1)
data contamination
(1)
dataset benchmark
(1)
attribute value extraction
(1)
persona consistency
(1)
macro f1 score
(1)
persona agent
(1)
memorization detection
(1)
Papers
CIE: Controlling Language Model Text Generations Using Continuous Signals
EMNLP 2025
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges
COLING 2025
PersonaGym: Evaluating Persona Agents and LLMs
EMNLP 2025
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges
ACL 2024
TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis
SEMEVAL 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
NAACL 2024