Robert L Logan IV
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Core AI
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Applications
(2)
Generation
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Optimization
(1)
Keywords
few-shot learning
(3)
large language model
(2)
language model
(2)
term frequency
(2)
dataset creation
(1)
in-context learning
(1)
benchmark evaluation
(1)
summarization evaluation
(1)
text classification
(1)
continued pretraining
(1)
named entity disambiguation
(1)
incremental clustering
(1)
streaming algorithm
(1)
benchmark dataset
(1)
pretraining corpus
(1)
entity disambiguation
(1)
pre-trained language model
(1)
prompt tuning
(1)
faithfulness evaluation
(1)
text generation
(1)
Papers
Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election
COLING 2025
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics
ACL 2023
Multi-View Source Ablation for Faithful Summarization
EACL 2023
Continued Pretraining for Better Zero- and Few-Shot Promptability
EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning
EMNLP 2022
Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance
EMNLP 2022
Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference
ACL 2021