Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for David Chiang

Learning Hierarchical Structures with Differentiable Nondeterministic Stacks


Sep 05, 2021
Brian DuSell, David Chiang

* 13 pages, 3 figures. Submitted to NeurIPS 2021 

  Access Paper or Ask Questions

Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution


May 04, 2021
Toan Q. Nguyen, Kenton Murray, David Chiang


  Access Paper or Ask Questions

Named Tensor Notation


Feb 25, 2021
David Chiang, Alexander M. Rush, Boaz Barak


  Access Paper or Ask Questions

Translating Recursive Probabilistic Programs to Factor Graph Grammars


Oct 22, 2020
David Chiang, Chung-chieh Shan

* Extended abstract of presentation at PROBPROG 2020 

  Access Paper or Ask Questions

Factor Graph Grammars


Oct 22, 2020
David Chiang, Darcey Riley

* Accepted for presentation at NeurIPS 2020 

  Access Paper or Ask Questions

Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation


Oct 12, 2020
Xing Jie Zhong, David Chiang

* Accepted for publication in Proceedings of WMT 2020 

  Access Paper or Ask Questions

Learning Context-Free Languages with Nondeterministic Stack RNNs


Oct 09, 2020
Brian DuSell, David Chiang

* 13 pages, 5 figures, accepted for publication at CoNLL 2020 

  Access Paper or Ask Questions

Representing Unordered Data Using Multiset Automata and Complex Numbers


Jan 02, 2020
Justin DeBenedetto, David Chiang


  Access Paper or Ask Questions

Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task


Oct 16, 2019
Kenton Murray, Brian DuSell, David Chiang

* The 3rd Workshop on Neural Generation and Translation (WNGT 2019) 

  Access Paper or Ask Questions

Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation


Oct 01, 2019
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter Scheirer, David Chiang

* The 3rd Workshop on Neural Generation and Translation (WNGT 2019) 

  Access Paper or Ask Questions

Correcting Length Bias in Neural Machine Translation


Aug 31, 2018
Kenton Murray, David Chiang

* WMT 2018 

  Access Paper or Ask Questions

Neural Machine Translation of Text from Non-Native Speakers


Aug 19, 2018
Alison Lui, Antonios Anastasopoulos, David Chiang


  Access Paper or Ask Questions

Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars


Jun 11, 2018
Xinyi Wang, Salvador Aguinaga, Tim Weninger, David Chiang


  Access Paper or Ask Questions

Leveraging translations for speech transcription in low-resource settings


Jun 11, 2018
Antonis Anastasopoulos, David Chiang

* to be presented at Interspeech 2018 

  Access Paper or Ask Questions

Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource


Jun 11, 2018
Antonis Anastasopoulos, Marika Lekakou, Josep Quer, Eleni Zimianiti, Justin DeBenedetto, David Chiang

* to be presented at COLING 2018 

  Access Paper or Ask Questions

Composing Finite State Transducers on GPUs


May 16, 2018
Arturo Argueta, David Chiang

* ACL 2018 

  Access Paper or Ask Questions

Tied Multitask Learning for Neural Speech Translation


Apr 26, 2018
Antonios Anastasopoulos, David Chiang

* accepted at NAACL-HLT 2018 

  Access Paper or Ask Questions

Improving Lexical Choice in Neural Machine Translation


Apr 17, 2018
Toan Q. Nguyen, David Chiang

* Accepted at NAACL HLT 2018 

  Access Paper or Ask Questions

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation


Jul 18, 2017
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen

* Accepted to CONLL 2017 

  Access Paper or Ask Questions

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder


Jul 18, 2017
Huadong Chen, Shujian Huang, David Chiang, Jiajun Chen

* Accepted as a long paper by ACL 2017 

  Access Paper or Ask Questions

A case study on using speech-to-translation alignments for language documentation


Feb 14, 2017
Antonios Anastasopoulos, David Chiang

* to be presented at ComputEL-2 

  Access Paper or Ask Questions

Decoding with Finite-State Transducers on GPUs


Jan 17, 2017
Arturo Argueta, David Chiang

* accepted at EACL 2017 

  Access Paper or Ask Questions

DyNet: The Dynamic Neural Network Toolkit


Jan 15, 2017
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin

* 33 pages 

  Access Paper or Ask Questions

An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages


Sep 26, 2016
Antonios Anastasopoulos, David Chiang, Long Duong

* accepted at EMNLP 2016 

  Access Paper or Ask Questions

Growing Graphs with Hyperedge Replacement Graph Grammars


Aug 10, 2016
Salvador Aguiñaga, Rodrigo Palacios, David Chiang, Tim Weninger

* 18 pages, 19 figures, accepted to CIKM 2016 in Indianapolis, IN 

  Access Paper or Ask Questions

Auto-Sizing Neural Networks: With Applications to n-gram Language Models


Aug 20, 2015
Kenton Murray, David Chiang

* EMNLP 2015 

  Access Paper or Ask Questions