Graham Neubig

On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models

Paul Michel, Xian Li, Graham Neubig, Juan Miguel Pino

Comments NAACL-HLT 2019 long paper

The ARIEL-CMU Systems for LoReHLT18

Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown

Learning to Represent Edits

Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt

Comments ICLR 2019

Multilingual Neural Machine Translation With Soft Decoupled Encoding

Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig

Comments accepted at ICLR 2019

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

Junxian He, Daniel Spokoyny, Graham Neubig, Taylor Berg-Kirkpatrick

Comments ICLR 2019 Conference Paper

An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation

Xiang Kong, Bohan Li, Graham Neubig, Eduard Hovy, Yiming Yang

Comments DEEP-DIAL 2019

Towards a General-Purpose Linguistic Annotation Backend

Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang

Comments 4 pages, 8 figures, accepted by ComputEL-3

Zero-shot Neural Transfer for Cross-lingual Entity Linking

Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell

Comments To appear in AAAI 2019

Multi-Source Neural Machine Translation with Data Augmentation

Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura

Comments 15th International Workshop on Spoken Language Translation 2018

Optimizing Segmentation Granularity for Neural Machine Translation

Elizabeth Salesky, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig

TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation

Pengcheng Yin, Graham Neubig

Comments EMNLP 2018 (Demo Track)

Parameter Sharing Methods for Multilingual Self-Attentional Translation Models

Devendra Singh Sachan, Graham Neubig

Comments Third Conference on Machine Translation (WMT 2018)

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell

Comments EMNLP 2018 long paper

MTNT: A Testbed for Machine Translation of Noisy Text

Paul Michel, Graham Neubig

Comments EMNLP 2018 Long Paper

Contextual Encoding for Translation Quality Estimation

Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig

Comments 6 pages, 2018 Third Conference on Machine Translation (WMT18)

Retrieval-Based Neural Code Generation

Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, Graham Neubig

Comments This paper is accepted in EMNLP 2018. It has 6 pages

Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations

Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime G. Carbonell

Comments Accepted at EMNLP 2018

A Tree-based Decoder for Neural Machine Translation

Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig

Comments Accepted as a short paper at the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)

SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation

Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig

Comments Accepted as a short paper at the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)

Unsupervised Learning of Syntactic Structure with Invertible Neural Projections

Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick

Comments EMNLP 2018

Contextual Parameter Generation for Universal Neural Machine Translation

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell

Comments Published in the proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018

Rapid Adaptation of Neural Machine Translation to New Languages

Graham Neubig, Junjie Hu

Comments EMNLP 2018

Neural Factor Graph Models for Cross-lingual Morphological Tagging

Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig

Comments Proceedings of ACL 2018

Automatic Estimation of Simultaneous Interpreter Performance

Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig

Comments ACL 2018

StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing

Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig

Comments ACL 2018

Findings of the Second Workshop on Neural Machine Translation and Generation

Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda

Comments WNMT 2018

Self-Attentional Acoustic Models

Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel

Comments Published at Interspeech 2018

Stress Test Evaluation for Natural Language Inference

Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh, Carolyn Rose, Graham Neubig

Comments COLING 2018

Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates

Hiroaki Hayashi, Jayanth Koushik, Graham Neubig

Comments New experiments, rewrite

Multi-Source Neural Machine Translation with Missing Data

Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura

Comments ACL 2018 Workshop on Neural Machine Translation and Generation