Chiang, David

Correcting Length Bias in Neural Machine Translation

Murray, K., & Chiang, D. (2018) · Proceedings of the Third Conference on Machine Translation: Research Papers

Natural Language Processing TechniquesTopic Modeling

Cited by 133

Overcoming a Theoretical Limitation of Self-Attention

Chiang, D., & Cholak, P. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

semigroups and automata theoryNatural Language Processing Techniques

Cited by 39

Tighter Bounds on the Expressivity of Transformer Encoders

Chiang, D., Cholak, P., & Pillay, A. (2023) · arXiv

semigroups and automata theoryComputability, Logic, AI Algorithms

Cited by 4

Length Generalization Bounds for Transformers

Yang, A., Bergsträßer, P., Zetzsche, G., Chiang, D., & Lin, A. W. (2026) · Zenodo

semigroups and automata theoryComputability, Logic, AI Algorithms

Cited by 0

Exact-Solution Volume and Length Generalization in Transformers

Zhu, Y. J., & Chiang, D. (2026) · arXiv

Neural Networks and ApplicationsTopic Modeling

Cited by 0