Julien Velcin
10 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (12)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π
Century Club
(10)
β
The Questioner
Conferences
EMNLP (4)
IJCAI (2)
NAACL (2)
CONLL (1)
SEMEVAL (1)
Top co-authors
Keywords
large language model
(3)
representation learning
(2)
transformer architecture
(1)
topic modeling
(1)
link prediction
(1)
uncertainty modeling
(1)
geometric analysis
(1)
text embedding
(1)
writing style
(1)
confidence calibration
(1)
authorship attribution
(1)
topic coherence
(1)
language model
(1)
value alignment
(1)
human value
(1)
embedding space
(1)
representation space
(1)
document embedding
(1)
post-training quantization
(1)
model compression
(1)
Papers
HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment
NAACL 2025
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation
EMNLP 2025
When Quantization Affects Confidence of Large Language Models?
NAACL 2024
Mini Minds: Exploring Bebeshka and Zlata Baby Models
EMNLP 2023
Mini Minds: Exploring Bebeshka and Zlata Baby Models
CONLL 2023
Writing Style Author Embedding Evaluation
EMNLP 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
EMNLP 2021
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space
IJCAI 2020
Readitopics: Make Your Topic Models Readable via Labeling and Browsing
IJCAI 2018
AMI&ERIC: How to Learn with Naive Bayes and Prior Knowledge: an Application to Sentiment Analysis
SEMEVAL 2013