Graham Neubig

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy

Comments Accepted by EMNLP 2019 (Long Paper)

Journal ref EMNLP 2019

Domain Differential Adaptation for Neural Machine Translation

Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig

Comments Workshop on Neural Generation and Translation (WNGT) at EMNLP 2019

Handling Syntactic Divergence in Low-resource Machine Translation

Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig

Comments Accepted by EMNLP 2019 (short paper)

Journal ref EMNLP 2019

Density Matching for Bilingual Word Embedding

Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig

Comments Accepted by NAACL-HLT 2019

Journal ref NAACL 2019

Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

Chunting Zhou, Graham Neubig

Comments Accepted by ACL 2017

Journal ref ACL 2017

DIRE: A Neural Approach to Decompiled Identifier Naming

Jeremy Lacomis, Pengcheng Yin, Edward J. Schwartz, Miltiadis Allamanis, Claire Le Goues, Graham Neubig, Bogdan Vasilescu

Comments 2019 International Conference on Automated Software Engineering

Towards Zero-resource Cross-lingual Entity Linking

Shuyan Zhou, Shruti Rijhwani, Graham Neubig

Comments Accepted by EMNLP DeepLo workshop 2019

Simple and Effective Paraphrastic Similarity from Parallel Translations

John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick

Comments Published as a short paper at ACL 2019

compare-mt: A Tool for Holistic Comparison of Language Generation Systems

Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang, John Wieting

Comments Updated and longer version of NAACL 2019 Demo Paper

Beyond BLEU: Training Neural Machine Translation with Semantic Similarity

John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig

Comments Published as a long paper at ACL 2019

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text

Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang

Comments EMNLP 2019 short paper. The first two authors contributed equally

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings

Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig

Comments EMNLP 2019

A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers

Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, Jaime G. Carbonell

Comments Accepted at EMNLP 2019

Latent Relation Language Models

Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig

Pushing the Limits of Low-Resource Morphological Inflection

Antonios Anastasopoulos, Graham Neubig

Comments to appear at EMNLP 2019

Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces

Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig

Comments ACL 2019

Journal ref Proceedings of the 57th Conference of the Association for Computational Linguistics (2019) 184-193

Mitigating Noisy Inputs for Question Answering

Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, Jordan Boyd-Graber

Findings of the First Shared Task on Machine Translation Robustness

Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad

Learning to Generate Corrective Patches using Neural Machine Translation

Hideaki Hata, Emad Shihab, Graham Neubig

Comments 20 pages

Generalized Data Augmentation for Low-Resource Translation

Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig

Comments Accepted to ACL 2019

Choosing Transfer Languages for Cross-Lingual Learning

Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig

Comments Proceedings of ACL 2019

Self-Attentional Models for Lattice Inputs

Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel

Comments ACL 2019

Domain Adaptation of Neural Machine Translation by Lexicon Induction

Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell

Journal ref published at the 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019

Improving Open Information Extraction via Iterative Rank-Aware Learning

Zhengbao Jiang, Pengcheng Yin, Graham Neubig

Comments Proceedings of ACL 2019

Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation

Xinyi Wang, Graham Neubig

Comments Accepted at ACL 2019

Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation

Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel

Comments Authors' final version, accepted at TACL 2019

Improving Robustness of Machine Translation with Synthetic Noise

Vaibhav Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig

Comments Accepted at NAACL 2019

Learning to Describe Phrases with Local and Global Contexts

Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa

Comments Accepted to NAACL-HLT2019

Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

Nikolai Vogler, Craig Stewart, Graham Neubig

Comments NAACL 2019

Competence-based Curriculum Learning for Neural Machine Translation

Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom M. Mitchell

Journal ref NAACL 2019