Julien Velcin
9 papers · 2013–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
❓
The Questioner
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Core Methods
(4)
Resources & Methods
(4)
Applications
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Social
(1)
Keywords
large language model
(3)
representation learning
(2)
post-training quantization
(1)
link prediction
(1)
uncertainty modeling
(1)
embedding space
(1)
topic modeling
(1)
retrieval-augmented generation
(1)
confidence calibration
(1)
authorship attribution
(1)
topic coherence
(1)
language model
(1)
value alignment
(1)
human value
(1)
text embedding
(1)
geometric analysis
(1)
representation space
(1)
document embedding
(1)
writing style
(1)
transformer architecture
(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
CoNLL 2023
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
EMNLP 2021
Writing Style Author Embedding Evaluation
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