Alfy Samuel
8 papers · 2025–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
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Rising Star
(6)
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Prolific Year
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Keyword Collector
(50)
Conferences
EMNLP (4)
AACL (1)
COLING (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
retrieval-augmented generation
(5)
uncertainty quantification
(3)
large language model
(2)
language model
(2)
context selection
(2)
readability assessment
(1)
question answering
(1)
model calibration
(1)
human judgment
(1)
perturbation analysis
(1)
generative model
(1)
fact verification
(1)
uncertainty estimation
(1)
parameter-efficient tuning
(1)
generative model evaluation
(1)
sequence classification
(1)
inference efficiency
(1)
latency reduction
(1)
hallucination detection
(1)
evaluation methodology
(1)
Papers
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
EACL 2026
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
EMNLP 2025
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics
EMNLP 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
FB-RAG: Improving RAG with Forward and Backward Lookup
IJCNLP 2025
An Automatic Method to Estimate Correctness of RAG
COLING 2025
FB-RAG: Improving RAG with Forward and Backward Lookup
AACL 2025