Melissa Ailem
7 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🗺️ Taxonomy Completionist (20)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
EMNLP (3)
ACL (2)
AISTATS (1)
IJCNLP (1)
Top co-authors
Keywords
neural machine translation
(2)
transformer architecture
(1)
representation learning
(1)
benchmark evaluation
(1)
approximate inference
(1)
probabilistic modeling
(1)
variational inference
(1)
machine translation
(1)
data augmentation
(1)
multimodal learning
(1)
visual representation
(1)
joint learning
(1)
distribution shift
(1)
amortized inference
(1)
skip-gram model
(1)
probabilistic model
(1)
latent variable model
(1)
language model
(1)
model ranking
(1)
word embedding
(1)
Papers
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks
ACL 2024
Lingua Custodia’s Participation at the WMT 2022 Word-Level Auto-completion Shared Task
EMNLP 2022
Encouraging Neural Machine Translation to Satisfy Terminology Constraints
IJCNLP 2021
Encouraging Neural Machine Translation to Satisfy Terminology Constraints
ACL 2021
Lingua Custodia’s Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task
EMNLP 2021
Amortized Inference of Variational Bounds for Learning Noisy-OR
AISTATS 2020
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
EMNLP 2018