Aurélie Herbelot
15 papers · 2009–2023 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🧬
Topic Evolution
🌟
Keyword Trendsetter Combo
(3)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(66)
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(8)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Interdisciplinary
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Linguistics
(4)
Applications
(3)
Resources & Methods
(3)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Keywords
word embedding
(4)
distributional semantics
(4)
few-shot learning
(2)
model evaluation
(1)
caption verification
(1)
multimodal learning
(1)
lexical semantics
(1)
semantic analysis
(1)
vision-language alignment
(1)
image-text mismatch
(1)
error detection
(1)
incremental learning
(1)
semantic representation
(1)
document representation
(1)
brain-computer interface
(1)
image captioning
(1)
fmri decoding
(1)
language acquisition
(1)
semantic space
(1)
online learning
(1)
Papers
Enhancing Interpretability Using Human Similarity Judgements to Prune Word Embeddings
EMNLP 2023
Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks
EMNLP 2022
Recurrent babbling: evaluating the acquisition of grammar from limited input data
CoNLL 2020
Re-solve it: simulating the acquisition of core semantic competences from small data
CoNLL 2020
From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding
ACL 2019
Proceedings of the 13th International Workshop on Semantic Evaluation
SemEval 2019
Towards Incremental Learning of Word Embeddings Using Context Informativeness
ACL 2019
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking
COLING 2018
FOIL it! Find One mismatch between Image and Language caption
ACL 2017
High-risk learning: acquiring new word vectors from tiny data
EMNLP 2017
‘Calling on the classical phone’: a distributional model of adjective-noun errors in learners’ English
COLING 2016
Predictability of Distributional Semantics in Derivational Word Formation
COLING 2016
Building a shared world: mapping distributional to model-theoretic semantic spaces
EMNLP 2015
Measuring semantic content in distributional vectors
ACL 2013
Finding Word Substitutions Using a Distributional Similarity Baseline and Immediate Context Overlap
EACL 2009