David Chiang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 101

Top Venues

Publications

Chihiro Taguchi, David Chiang
Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn't. CoRR (2024)
Stephen Bothwell, Abigail Swenor, David Chiang
Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation. CoRR (2024)
Fahim Faisal, Orevaoghene Ahia, Aarohi Srivastava, Kabir Ahuja, David Chiang, Yulia Tsvetkov, Antonios Anastasopoulos
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages. CoRR (2024)
Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin
What Formal Languages Can Transformers Express? A Survey. Trans. Assoc. Comput. Linguistics 12 (2024)
Andy Yang, David Chiang
Counting Like Transformers: Compiling Temporal Counting Logic Into Softmax Transformers. CoRR (2024)
Lena Strobl, Dana Angluin, David Chiang, Jonathan Rawski, Ashish Sabharwal
Transformers as Transducers. CoRR (2024)
Chihiro Taguchi, Jefferson Saransig, Dayana Velásquez, David Chiang
Killkan: The Automatic Speech Recognition Dataset for Kichwa with Morphosyntactic Information. LREC/COLING (2024)
Brian DuSell, David Chiang
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns. ICLR (2024)
Aarohi Srivastava, David Chiang
We're Calling an Intervention: Taking a Closer Look at Language Model Adaptation to Different Types of Linguistic Variation. CoRR (2024)
Stephen Bothwell, Brian DuSell, David Chiang, Brian Krostenko
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin. LREC/COLING (2024)
Chihiro Taguchi, Jefferson Saransig, Dayana Velásquez, David Chiang
Killkan: The Automatic Speech Recognition Dataset for Kichwa with Morphosyntactic Information. CoRR (2024)
Stephen Bothwell, Brian DuSell, David Chiang, Brian Krostenko
PILA: A Historical-Linguistic Dataset of Proto-Italic and Latin. CoRR (2024)
Chihiro Taguchi, Yusuke Sakai, Parisa Haghani, David Chiang
Universal Automatic Phonetic Transcription into the International Phonetic Alphabet. CoRR (2023)
Chihiro Taguchi, Yusuke Sakai, Parisa Haghani, David Chiang
Universal Automatic Phonetic Transcription into the International Phonetic Alphabet. INTERSPEECH (2023)
Aarohi Srivastava, David Chiang
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text. EMNLP (Findings) (2023)
Dana Angluin, David Chiang, Andy Yang
Masked Hard-Attention Transformers and Boolean RASP Recognize Exactly the Star-Free Languages. CoRR (2023)
Aarohi Srivastava, David Chiang
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages. VarDial@EACL (2023)
Alexandra Butoi, Ryan Cotterell, David Chiang
Convergence and Diversity in the Control Hierarchy. ACL (1) (2023)
Aarohi Srivastava, David Chiang
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages. CoRR (2023)
Aarohi Srivastava, David Chiang
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text. CoRR (2023)
Stephen Bothwell, Justin DeBenedetto, Theresa Crnkovich, Hildegund Müller, David Chiang
Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines. EMNLP (2023)
Brian DuSell, David Chiang
The Surprising Computational Power of Nondeterministic Stack RNNs. ICLR (2023)
Alexandra Butoi, Tim Vieira, Ryan Cotterell, David Chiang
Efficient Algorithms for Recognizing Weighted Tree-Adjoining Languages. CoRR (2023)
Brian DuSell, David Chiang
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns. CoRR (2023)
David Chiang, Peter Cholak, Anand Pillay
Tighter Bounds on the Expressivity of Transformer Encoders. ICML (2023)
Stephen Bothwell, Justin DeBenedetto, Theresa Crnkovich, Hildegund Müller, David Chiang
Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines. CoRR (2023)
Patrick M. Soga, David Chiang
Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata. Trans. Mach. Learn. Res. 2023 (2023)
David Chiang, Peter Cholak, Anand Pillay
Tighter Bounds on the Expressivity of Transformer Encoders. CoRR (2023)
Alexandra Butoi, Ryan Cotterell, David Chiang
Convergence and Diversity in the Control Hierarchy. CoRR (2023)
David Chiang, Alexander M. Rush, Boaz Barak
Named Tensor Notation. Trans. Mach. Learn. Res. 2023 (2023)
Alexandra Butoi, Tim Vieira, Ryan Cotterell, David Chiang
Efficient Algorithms for Recognizing Weighted Tree-Adjoining Languages. EMNLP (2023)
Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin
Transformers as Recognizers of Formal Languages: A Survey on Expressivity. CoRR (2023)
David Chiang, Colin McDonald, Chung-chieh Shan
Exact Recursive Probabilistic Programming. Proc. ACM Program. Lang. 7 (OOPSLA1) (2023)
Brian DuSell, David Chiang
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks. ICLR (2022)
Brian DuSell, David Chiang
The Surprising Computational Power of Nondeterministic Stack RNNs. CoRR (2022)
David Chiang, Colin McDonald, Chung-chieh Shan
Exact Recursive Probabilistic Programming. CoRR (2022)
Darcey Riley, David Chiang
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition. CoRR (2022)
David Chiang, Peter Cholak
Overcoming a Theoretical Limitation of Self-Attention. ACL (1) (2022)
Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang
Algorithms for Weighted Pushdown Automata. EMNLP (2022)
Patrick M. Soga, David Chiang
Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata. CoRR (2022)
Darcey Riley, David Chiang
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition. BlackboxNLP@EMNLP (2022)
Samuel Grieggs, Bingyu Shen, Greta Rauch, Pei Li, Jiaqi Ma, David Chiang, Brian L. Price, Walter J. Scheirer
Measuring Human Perception to Improve Handwritten Document Transcription. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Alexandra Butoi, Brian DuSell, Tim Vieira, Ryan Cotterell, David Chiang
Algorithms for Weighted Pushdown Automata. CoRR (2022)
Toan Q. Nguyen, Kenton Murray, David Chiang
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution. CoRR (2021)
David Chiang, Alexander M. Rush, Boaz Barak
Named Tensor Notation. CoRR (2021)
Colin McDonald, David Chiang
Syntax-Based Attention Masking for Neural Machine Translation. NAACL-HLT (Student Research Workshop) (2021)
Brian DuSell, David Chiang
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks. CoRR (2021)
Toan Q. Nguyen, Kenton Murray, David Chiang
Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution. IWSLT (2021)
David Chiang, Darcey Riley
Factor Graph Grammars. NeurIPS (2020)
Justin DeBenedetto, David Chiang
Representing Unordered Data Using Complex-Weighted Multiset Automata. ICML (2020)
Xing Jie Zhong, David Chiang
Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation. WMT@EMNLP (2020)
David Chiang, Chung-chieh Shan
Translating Recursive Probabilistic Programs to Factor Graph Grammars. CoRR (2020)
David Chiang, Darcey Riley
Factor Graph Grammars. CoRR (2020)
Justin DeBenedetto, David Chiang
Representing Unordered Data Using Multiset Automata and Complex Numbers. CoRR (2020)
Brian DuSell, David Chiang
Learning Context-Free Languages with Nondeterministic Stack RNNs. CoRR (2020)
Brian DuSell, David Chiang
Learning Context-free Languages with Nondeterministic Stack RNNs. CoNLL (2020)
Xing Jie Zhong, David Chiang
Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation. CoRR (2020)
Arturo Argueta, David Chiang
Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units. ACL (1) (2019)
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. NGT@EMNLP-IJCNLP (2019)
Salvador Aguiñaga, David Chiang, Tim Weninger
Learning Hyperedge Replacement Grammars for Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, David Chiang
Neural Machine Translation of Text from Non-Native Speakers. NAACL-HLT (1) (2019)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. CoRR (2019)
Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter J. Scheirer, David Chiang
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. CoRR (2019)
Kenton Murray, Brian DuSell, David Chiang
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. NGT@EMNLP-IJCNLP (2019)
David Chiang, Frank Drewes, Daniel Gildea, Adam Lopez, Giorgio Satta
Weighted DAG Automata for Semantic Graphs. Comput. Linguistics 44 (1) (2018)
Antonios Anastasopoulos, David Chiang
Leveraging Translations for Speech Transcription in Low-resource Settings. INTERSPEECH (2018)
Toan Q. Nguyen, David Chiang
Improving Lexical Choice in Neural Machine Translation. NAACL-HLT (2018)
Justin DeBenedetto, David Chiang
Algorithms and Training for Weighted Multiset Automata and Regular Expressions. CIAA (2018)
Arturo Argueta, David Chiang
Composing Finite State Transducers on GPUs. ACL (1) (2018)
Xinyi Wang, Salvador Aguiñaga, Tim Weninger, David Chiang
Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars. CoRR (2018)
Kenton Murray, David Chiang
Correcting Length Bias in Neural Machine Translation. CoRR (2018)
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention. NAACL-HLT (2018)
Kenton Murray, David Chiang
Correcting Length Bias in Neural Machine Translation. WMT (2018)
Antonios Anastasopoulos, David Chiang
Tied Multitask Learning for Neural Speech Translation. CoRR (2018)
Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, S. J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Heng Ji
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. Mach. Transl. 32 (1-2) (2018)
Salvador Aguiñaga, David Chiang, Tim Weninger
Learning Hyperedge Replacement Grammars for Graph Generation. CoRR (2018)
Antonis Anastasopoulos, David Chiang
Leveraging translations for speech transcription in low-resource settings. CoRR (2018)
Antonis Anastasopoulos, Marika Lekakou, Josep Quer, Eleni Zimianiti, Justin DeBenedetto, David Chiang
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource. CoRR (2018)
Arturo Argueta, David Chiang
Composing Finite State Transducers on GPUs. CoRR (2018)
Corey Pennycuff, Satyaki Sikdar, Catalina Vajiac, David Chiang, Tim Weninger
Synchronous Hyperedge Replacement Graph Grammars. ICGT (2018)
Antonios Anastasopoulos, David Chiang
Tied Multitask Learning for Neural Speech Translation. NAACL-HLT (2018)
Antonios Anastasopoulos, Marika Lekakou, Josep Quer, Eleni Zimianiti, Justin DeBenedetto, David Chiang
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource. COLING (2018)
Justin DeBenedetto, David Chiang
Algorithms and Training for Weighted Multiset Automata and Regular Expressions. CoRR (2018)
Alison Lui, Antonios Anastasopoulos, David Chiang
Neural Machine Translation of Text from Non-Native Speakers. CoRR (2018)
Huadong Chen, Shujian Huang, David Chiang, Xin-Yu Dai, Jiajun Chen
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. CoNLL (2017)
Huadong Chen, Shujian Huang, David Chiang, Jiajun Chen
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder. ACL (1) (2017)
Toan Q. Nguyen, David Chiang
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation. IJCNLP(2) (2017)
Toan Q. Nguyen, David Chiang
Improving Lexical Choice in Neural Machine Translation. CoRR (2017)
Toan Q. Nguyen, David Chiang
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation. CoRR (2017)
Antonios Anastasopoulos, Sameer Bansal, David Chiang, Sharon Goldwater, Adam Lopez
Spoken Term Discovery for Language Documentation using Translations. SCNLP@EMNLP 2017 (2017)
Antonios Anastasopoulos, David Chiang
A case study on using speech-to-translation alignments for language documentation. CoRR (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
DyNet: The Dynamic Neural Network Toolkit. CoRR (2017)
Huadong Chen, Shujian Huang, David Chiang, Jiajun Chen
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder. CoRR (2017)
Arturo Argueta, David Chiang
Decoding with Finite-State Transducers on GPUs. CoRR (2017)
Arturo Argueta, David Chiang
Decoding with Finite-State Transducers on GPUs. EACL (1) (2017)
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. CoRR (2017)
Salvador Aguiñaga, Rodrigo Palácios, David Chiang, Tim Weninger
Growing Graphs from Hyperedge Replacement Graph Grammars. CIKM (2016)
Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird, Trevor Cohn
An Attentional Model for Speech Translation Without Transcription. HLT-NAACL (2016)
Antonios Anastasopoulos, David Chiang, Long Duong
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages. CoRR (2016)
Salvador Aguiñaga, Rodrigo Palácios, David Chiang, Tim Weninger
Growing Graphs with Hyperedge Replacement Graph Grammars. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Chiang