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Building large-scale datasets for training code-switching language models is challenging and very expensive.
Syntactic structure and social function of code-switching
Shana Poplack, · 1978
Earlier work this paper cites.
“Constraints on language mixing: intrasentential code-switching and borrowing in spanish/english,”
Carol W Pfaff, · 1979
Earlier work this paper cites.
“Sometimes i’ll start a sentence in spanish y termino en espanol: toward a typology of code-switching1,”
Shana Poplack, · 1980
Earlier work this paper cites.
“Code switching and x-bar theory: The functional head constraint,”
Hedi M Belazi, Edward J Rubin, and Almeida Jacqueline Toribio, · 1994
Earlier work this paper cites.
“Feature-rich part-of-speech tagging with a cyclic dependency network,”
Kristina Toutanova, Dan Klein, Christopher D Manning, and Yoram Singer, · 2003
Earlier work this paper cites.
“Code-switching or borrowing? no sé so no puedo decir, you know,”
John M Lipski, · 2005
Earlier work this paper cites.
“Code-switching and the optimal grammar of bilingual language use,”
Rakesh M Bhatt and Agnes Bolonyai, · 2011
Earlier work this paper cites.
“Rnnlm-recurrent neural network language modeling toolkit,”
Tomas Mikolov, Stefan Kombrink, Anoop Deoras, Lukar Burget, and Jan Cernocky, · 2011
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“Code-switch language model with inversion constraints for mixed language speech recognition,”
Ying Li and Pascale Fung, · 2012
Cited alongside, same era.
“Recurrent neural network language modeling for code switching conversational speech,”
Heike Adel, Ngoc Thang Vu, Franziska Kraus, Tim Schlippe, Haizhou Li, and Tanja Schultz, · 2013
Cited alongside, same era.
“Combination of recurrent neural networks and factored language models for code-switching language modeling,”
Heike Adel, Ngoc Thang Vu, and Tanja Schultz, · 2013
Cited alongside, same era.
“A simple, fast, and effective reparameterization of ibm model 2,”
Chris Dyer, Victor Chahuneau, and Noah A. Smith, · 2013
Cited alongside, same era.
“Language modeling with functional head constraint for code switching speech recognition,”
LI Ying and Pascale Fung, · 2014
Cited alongside, same era.
“Effective approaches to attention-based neural machine translation,”
Thang Luong, Hieu Pham, and Christopher D Manning, · 2015
Later among the works it cites.
“Mandarin-english code-switching in south-east asia ldc2015s04. web download. philadelphia: Linguistic data consortium,” 2015
Universiti Sains Malaysia Nanyang Technological University, · 2015
Later among the works it cites.
“Get to the point: Summarization with pointer-generator networks,”
Abigail See, Peter J. Liu, and Christopher D. Manning, · 2017
Later among the works it cites.
“Curriculum design for code-switching: Experiments with language identification and language modeling with deep neural networks,”
Ashutosh Baheti, Sunayana Sitaram, Monojit Choudhury, and Kalika Bali, · 2017
Later among the works it cites.
“Using the output embedding to improve language models,”
Ofir Press and Lior Wolf, · 2017
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Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven J. Bethard, and David McClosky, · 2014
Cited alongside, same era.
“Syntactic and semantic features for code-switching factored language models,”
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, and Tanja Schultz, · 2015
Cited alongside, same era.
“Pointer networks,”
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly, · 2015
Cited alongside, same era.
“Language modeling for code-mixing: The role of linguistic theory based synthetic data,”
Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, Sunayana Sitaram, Sandipan Dandapat, and Kalika Bali, · 2018
Closest in time.
“Code-switching language modeling using syntax-aware multi-task learning,”
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, and Pascale Fung, · 2018
Closest in time.
“Mem2seq: Effectively incorporating knowledge bases into end-to-end task-oriented dialog systems,”
Andrea Madotto, Chien-Sheng Wu, and Pascale Fung, · 2018
Closest in time.