John Giorgi
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Keyword Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Clinical
(1)
Keywords
large language model
(3)
named entity recognition
(2)
contrastive learning
(1)
few-shot learning
(1)
self-supervised learning
(1)
in-context learning
(1)
benchmark dataset
(1)
unsupervised representation learning
(1)
text generation
(1)
information retrieval
(1)
text representation
(1)
summarization evaluation
(1)
coreference resolution
(1)
document retrieval
(1)
instruction tuning
(1)
relation extraction
(1)
zero-shot learning
(1)
retrieval-augmented generation
(1)
creative problem solving
(1)
representation learning
(1)
Papers
TOPICAL: TOPIC Pages AutomagicaLly
NAACL 2024
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
NeurIPS 2023
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
EMNLP 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models
ACL 2023
A sequence-to-sequence approach for document-level relation extraction
ACL 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NeurIPS 2022
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
ACL 2021