Peter Vickers
5 papers · 2021–2025 · 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 · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Keywords
representation learning
(1)
zero-shot learning
(1)
link prediction
(1)
transfer learning
(1)
visual question answering
(1)
in-context learning
(1)
multimodal learning
(1)
knowledge base
(1)
network analysis
(1)
graph embedding
(1)
semantic similarity
(1)
semantic embedding
(1)
vision-language model
(1)
citation prediction
(1)
knowledge reasoning
(1)
multimodal reasoning
(1)
zero-shot prompting
(1)
transformer language model
(1)
knowledge integration
(1)
contextual embedding
(1)
Papers
Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task
NAACL 2025
Comparing Edge-based and Node-based Methods on a Citation Prediction Task
EMNLP 2024
We Need to Talk About Classification Evaluation Metrics in NLP
IJCNLP 2023
CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns
NAACL 2021
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering
ACL 2021