---
title: "Graham Neubig — papers of 2019 — Elamur Research"
description: "Graham Neubig — papers of 2019: 9 papers on Elamur Research, the most cited first — what each work is about in our own words."
canonical: "https://research.elamur.ai/free/en/authors/graham-neubig/year/2019/"
---
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# Graham Neubig — papers of 2019 — Elamur Research

9 papers · [all years of Graham Neubig](https://md.research.elamur.ai/free/en/authors/graham-neubig/#years)

- [Are Sixteen Heads Really Better than One? arXiv:1905.10650](https://md.research.elamur.ai/free/en/papers/michel-2019-sixteen-heads-really-better-than/) — Paul Michel, Omer Levy, Graham Neubig · 2019 · 435 citations

**[Beyond BLEU: Training Neural Machine Translation with Semantic Similarity](https://md.research.elamur.ai/free/en/papers/wieting-2019-beyond-bleu-training-neural-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.*2019 · 223 citations*

**[FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow](https://md.research.elamur.ai/free/en/papers/ma-2019-flowseq-non-autoregressive-conditional-sequence/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xuezhe Ma, Chunting Zhou, Xian Li, et al.*2019 · 218 citations*

**[compare-mt: A Tool for Holistic Comparison of Language Generation Systems](https://md.research.elamur.ai/free/en/papers/neubig-2019-compare-mt-tool-holistic-comparison/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Graham Neubig, Zi-Yi Dou, Junjie Hu, et al.*2019 · 188 citations*

**[Generalized Data Augmentation for Low-Resource Translation](https://md.research.elamur.ai/free/en/papers/xia-2019-generalized-data-augmentation-low-resource/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, et al.*2019 · 179 citations*

**[On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models](https://md.research.elamur.ai/free/en/papers/michel-2019-evaluation-adversarial-perturbations-sequence-sequence/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Paul Michel, Xian Li, Graham Neubig, et al.*2019 · 162 citations*

**[Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces](https://md.research.elamur.ai/free/en/papers/patra-2019-bilingual-lexicon-induction-semi-supervision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, et al.*2019 · 159 citations*

**[Pushing the Limits of Low-Resource Morphological Inflection](https://md.research.elamur.ai/free/en/papers/anastasopoulos-2019-pushing-limits-low-resource-morphological/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Antonios Anastasopoulos, Graham Neubig*2019 · 137 citations*

- [Handling Syntactic Divergence in Low-resource Machine Translation](https://md.research.elamur.ai/free/en/papers/zhou-2019-handling-syntactic-divergence-low-resource/) — Chunting Zhou, Xuezhe Ma, Junjie Hu, et al. · Machine translation · 33 citations