Graham Neubig

Dynamic Data Selection and Weighting for Iterative Back-Translation

Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig

Comments EMNLP 2020

Automatic Extraction of Rules Governing Morphological Agreement

Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig

Comments Accepted at EMNLP 2020

Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation

Luyu Gao, Xinyi Wang, Graham Neubig

Comments Accepted to Findings of EMNLP 2020

Balancing Training for Multilingual Neural Machine Translation

Xinyi Wang, Yulia Tsvetkov, Graham Neubig

Comments Accepted at ACL 2020

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson

Comments In Proceedings of the 37th International Conference on Machine Learning (ICML). July 2020

The Return of Lexical Dependencies: Neural Lexicalized PCFGs

Hao Zhu, Yonatan Bisk, Graham Neubig

Comments Accepted at TACL 2020

TICO-19: the Translation Initiative for Covid-19

Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federman, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

Comments To Appear at ACL 2020

Soft Gazetteers for Low-Resource Named Entity Recognition

Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

Comments Accepted at ACL 2020

Predicting Performance for Natural Language Processing Tasks

Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

Comments Accepted at ACL'20

Politeness Transfer: A Tag and Generate Approach

Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

Comments To appear at ACL 2020

How Can We Know What Language Models Know?

Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig

Comments TACL 2020

Generalizing Natural Language Analysis through Span-relation Representations

Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig

Comments ACL 2020

A Probabilistic Formulation of Unsupervised Text Style Transfer

Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick

Comments ICLR 2020 conference paper (spotlight). The first two authors contributed equally

Practical Comparable Data Collection for Low-Resource Languages via Images

Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig

Comments Accepted for poster presentation at the Practical Machine Learning for Developing Countries (PML4DC) workshop, ICLR 2020

A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization

Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell

Comments Accepted at SLTU-CCURL 2020

Incorporating External Knowledge through Pre-training for Natural Language to Code Generation

Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig

Comments Accepted by ACL 2020

AlloVera: A Multilingual Allophone Database

David R. Mortensen, Xinjian Li, Patrick Littell, Alexis Michaud, Shruti Rijhwani, Antonios Anastasopoulos, Alan W. Black, Florian Metze, Graham Neubig

Comments 8 pages, LREC 2020

Weight Poisoning Attacks on Pre-trained Models

Keita Kurita, Paul Michel, Graham Neubig

Comments Published as a long paper at ACL 2020

Learning to Deceive with Attention-Based Explanations

Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

Comments Accepted to ACL 2020 as a long paper. Updated version

Should All Cross-Lingual Embeddings Speak English?

Antonios Anastasopoulos, Graham Neubig

Comments accepted for publication at ACL 2020

A Set of Recommendations for Assessing Human-Machine Parity in Language Translation

Samuel Läubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral

Journal ref Journal of Artificial Intelligence Research 67 (2020) 653-672

Improving Candidate Generation for Low-resource Cross-lingual Entity Linking

Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig

Comments Accepted to TACL 2020

Universal Phone Recognition with a Multilingual Allophone System

Xinjian Li, Siddharth Dalmia, Juncheng Li, Matthew Lee, Patrick Littell, Jiali Yao, Antonios Anastasopoulos, David R. Mortensen, Graham Neubig, Alan W Black, Florian Metze

Comments ICASSP 2020

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig

Comments Accepted paper in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020

Differentiable Reasoning over a Virtual Knowledge Base

Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen

Comments ICLR 2020

Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime Carbonell

Comments Published as a conference paper at ICLR 2020. First two authors contributed equally. Source code is available at https://github.com/thespectrewithin/joint-align

Merging Weak and Active Supervision for Semantic Parsing

Ansong Ni, Pengcheng Yin, Graham Neubig

Comments AAAI 2020 Main Track [Oral] (To appear)

Are Sixteen Heads Really Better than One?

Paul Michel, Omer Levy, Graham Neubig

Comments NeurIPS 2019

Findings of the Third Workshop on Neural Generation and Translation

Hiroaki Hayashi, Yusuke Oda, Alexandra Birch, Ioannis Konstas, Andrew Finch, Minh-Thang Luong, Graham Neubig, Katsuhito Sudoh

Comments Fixed the metadata (author list)