Denis Emelin
7 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
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Unstoppable · Bronze
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Research topics
Deep Learning
(6)
Natural Language Processing
(6)
Applications
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Understanding
(2)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
neural machine translation
(5)
word sense disambiguation
(2)
domain adaptation
(1)
ensemble learning
(1)
model robustness
(1)
attention mechanism
(1)
machine translation
(1)
cross-lingual transfer
(1)
parallel corpus
(1)
coreference resolution
(1)
task-oriented dialogue
(1)
knowledge base
(1)
domain knowledge
(1)
adversarial attack
(1)
ensemble method
(1)
language model
(1)
data selection
(1)
pre-trained language model
(1)
decoding strategy
(1)
language generation
(1)
Papers
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems
EMNLP 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information
NAACL 2022
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences
EMNLP 2021
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution
EMNLP 2021
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks
EMNLP 2020
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts
ACL 2019
The University of Edinburgh’s Submissions to the WMT18 News Translation Task
EMNLP 2018