Alfy Samuel
7 papers · 2025–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
⭐
Rising Star
(7)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
retrieval-augmented generation
(4)
uncertainty quantification
(3)
model calibration
(1)
fact verification
(1)
question answering
(1)
readability assessment
(1)
sequence classification
(1)
generative model evaluation
(1)
perturbation analysis
(1)
human judgment
(1)
generative model
(1)
language model
(1)
uncertainty estimation
(1)
parameter-efficient tuning
(1)
evaluation methodology
(1)
model robustness
(1)
hallucination detection
(1)
confidence estimation
(1)
dialogue summarization
(1)
human perception
(1)
Papers
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
EACL 2026
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
EMNLP 2025
An Automatic Method to Estimate Correctness of RAG
COLING 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
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics
EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025