Ciprian Chelba
18 papers · 2001–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Conference Polyglot (6)
π
Academic Marathon
(21)
π
Cross-Pollinator
(12)
π
Century Club
(18)
π
Trend Setter
Conferences
NAACL (6)
ACL (5)
EMNLP (3)
NIPS (2)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
neural machine translation
(3)
data selection
(2)
curriculum learning
(2)
domain adaptation
(1)
matrix factorization
(1)
knowledge transfer
(1)
speech recognition
(1)
text generation
(1)
low-rank approximation
(1)
language model
(1)
synthetic datum
(1)
influence function
(1)
model interpretation
(1)
word embedding
(1)
synthetic parallel datum
(1)
co-curricular learning
(1)
neural language model
(1)
vocabulary partition
(1)
data denoising
(1)
token tagging
(1)
Papers
Scaling Laws for Neural Machine Translation
ICLR 2022
Multi-Stage Influence Function
NIPS 2020
Dynamically Composing Domain-Data Selection with Clean-Data Selection by βCo-Curricular Learningβ for Neural Machine Translation
ACL 2019
Tagged Back-Translation
ACL 2019
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
NIPS 2018
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection
EMNLP 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
Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures
NAACL 2006
Automatic Spoken Document Processing for Retrieval and Browsing
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