John Giorgi
8 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (30)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(43)
Conferences
ACL (3)
NIPS (2)
EMNLP (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
named entity recognition
(2)
sentence embedding
(2)
self-supervised learning
(2)
unsupervised learning
(2)
text representation
(2)
contrastive learning
(2)
summarization evaluation
(1)
few-shot learning
(1)
representation learning
(1)
information retrieval
(1)
creative problem solving
(1)
text generation
(1)
coreference resolution
(1)
unsupervised representation learning
(1)
relation extraction
(1)
instruction tuning
(1)
benchmark dataset
(1)
document retrieval
(1)
in-context 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
NIPS 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models
ACL 2023
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
EMNLP 2023
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NIPS 2022
A sequence-to-sequence approach for document-level relation extraction
ACL 2022
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
ACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
IJCNLP 2021