← Authors

Ciprian Chelba

18 papers · 2001–2022 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (19) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (21) 🐝 Cross-Pollinator (12) πŸ’Ž Century Club (18) πŸ“ˆ Trend Setter

Conferences

NAACL (6) ACL (5) EMNLP (3) NIPS (2) ICLR (1) INTERSPEECH (1)

Top co-authors

Alex Acero (3) Isaac Caswell (2) Cho-jui Hsieh (2) Si Si (2) Yang Li (2) Wei Wang (2) Mari Ostendorf (1) Fadi Biadsy (1) Frank Seide (1) Preethi Jyothi (1)

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 β€œCo-Curricular Learning” 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