Ciprian Chelba
18 papers · 2001–2022 · 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 · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)
📈
Trend Setter
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Applications
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Models
(1)
Techniques
(1)
Keywords
neural machine translation
(4)
curriculum learning
(2)
data selection
(2)
domain adaptation
(1)
matrix factorization
(1)
knowledge transfer
(1)
speech recognition
(1)
text generation
(1)
low-rank approximation
(1)
bleu score
(1)
language model
(1)
synthetic data
(1)
scaling law
(1)
influence function
(1)
cross-entropy loss
(1)
model interpretation
(1)
word embedding
(1)
synthetic parallel data
(1)
co-curricular learning
(1)
neural language model
(1)
Papers
Scaling Laws for Neural Machine Translation
ICLR 2022
Multi-Stage Influence Function
NeurIPS 2020
Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation
ACL 2019
Tagged Back-Translation
ACL 2019
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection
EMNLP 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
NeurIPS 2018
Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap
Interspeech 2017
Large-scale discriminative language model reranking for voice-search
NAACL 2012
Model Combination for Machine Translation
NAACL 2010
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Tutorial Abstracts
NAACL 2009
Automatic Spoken Document Processing for Retrieval and Browsing
NAACL 2006
Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures
NAACL 2006
Position Specific Posterior Lattices for Indexing Speech
ACL 2005
SPEECH OGLE: Indexing Uncertainty for Spoken Document Search
ACL 2005
Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo
EMNLP 2004
Parsing Conversational Speech Using Enhanced Segmentation
NAACL 2004
A Study on Richer Syntactic Dependencies for Structured Language Modeling
ACL 2002
Information Extraction Using the Structured Language Model
EMNLP 2001