James Cross
18 papers · 2013–2023 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31)
🏆
Keyword Champion
(3)
🔬
Deep Specialist
(12)
🗃️
Keyword Collector
(81)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Natural Language Processing
(14)
Deep Learning
(12)
Applications
(12)
Machine Learning
(10)
Learning Types · Machine Learning
(8)
Architectures
(6)
Artificial Intelligence
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Core AI
(3)
Resources & Methods
(3)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory
(2)
Core Methods
(1)
Keywords
neural machine translation
(5)
multilingual machine translation
(4)
multilingual translation
(3)
model compression
(3)
positive transfer
(3)
transfer learning
(2)
transformer model
(2)
neural network
(2)
machine translation
(2)
multilingual model
(2)
non-autoregressive machine translation
(2)
cross-lingual transfer
(1)
lexical semantics
(1)
online learning
(1)
transformer architecture
(1)
multilingual nlp
(1)
multilingual pretraining
(1)
multi-task learning
(1)
quality estimation
(1)
knowledge distillation
(1)
Papers
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
EACL 2023
Alternative Input Signals Ease Transfer in Multilingual Machine Translation
ACL 2022
Data Selection Curriculum for Neural Machine Translation
EMNLP 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers
NAACL 2022
Multilingual Machine Translation with Hyper-Adapters
EMNLP 2022
Tricks for Training Sparse Translation Models
NAACL 2022
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications
EMNLP 2021
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
ICLR 2021
Facebook AI’s WMT21 News Translation Task Submission
EMNLP 2021
Improving Zero-Shot Translation by Disentangling Positional Information
ACL 2021
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders
EACL 2021
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment
EMNLP 2021
Monotonic Multihead Attention
ICLR 2020
Non-autoregressive Machine Translation with Disentangled Context Transformer
ICML 2020
Simple Fusion: Return of the Language Model
EMNLP 2018
Incremental Parsing with Minimal Features Using Bi-Directional LSTM
ACL 2016
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
EMNLP 2016
Optimal Incremental Parsing via Best-First Dynamic Programming
EMNLP 2013