Optimizing Segmentation Granularity for Neural Machine Translation

Elizabeth Salesky, Andrew Runge, Alex Coda +2

Stack-Pointer Networks for Dependency Parsing

Xuezhe Ma, Zecong Hu, Jingzhou Liu +3

On-the-fly Operation Batching in Dynamic Computation Graphs

Graham Neubig, Yoav Goldberg, Chris Dyer

Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop

Odette Scharenborg, Laurent Besacier, Alan Black +16

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

Hiroaki Hayashi, Jayanth Koushik, Graham Neubig

Learning to Translate in Real-time with Neural Machine Translation

Jiatao Gu, Graham Neubig, Kyunghyun Cho +1

Competence-based Curriculum Learning for Neural Machine Translation

Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig +2

When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation?

Ye Qi, Devendra Singh Sachan, Matthieu Felix +2

What Do Recurrent Neural Network Grammars Learn About Syntax?

Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong +3

Improving Robustness of Machine Translation with Synthetic Noise

Vaibhav Vaibhav, Sumeet Singh, Craig Stewart +1

Learning to Describe Phrases with Local and Global Contexts

Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga +4

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

Aditi Chaudhary, Chunting Zhou, Lori Levin +3

Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015

Graham Neubig, Makoto Morishita, Satoshi Nakamura

Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016

Graham Neubig

Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

Nikolai Vogler, Craig Stewart, Graham Neubig

Learning Character-level Compositionality with Visual Features

Frederick Liu, Han Lu, Chieh Lo +1

Choosing Transfer Languages for Cross-Lingual Learning

Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee +10

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

Pengcheng Yin, Graham Neubig

CharManteau: Character Embedding Models For Portmanteau Creation

Varun Gangal, Harsh Jhamtani, Graham Neubig +2

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

Xiang Kong, Bohan Li, Graham Neubig +2

Multi-Source Neural Machine Translation with Missing Data

Yuta Nishimura, Katsuhito Sudoh, Graham Neubig +1

Contextual Encoding for Translation Quality Estimation

Junjie Hu, Wei-Cheng Chang, Yuexin Wu +1

Neural Machine Translation via Binary Code Prediction

Yusuke Oda, Philip Arthur, Graham Neubig +2

SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation

Xinyi Wang, Hieu Pham, Zihang Dai +1

Stronger Baselines for Trustable Results in Neural Machine Translation

Michael Denkowski, Graham Neubig

Guiding Neural Machine Translation with Retrieved Translation Pieces

Jingyi Zhang, Masao Utiyama, Eiichro Sumita +2

Multi-Source Neural Machine Translation with Data Augmentation

Yuta Nishimura, Katsuhito Sudoh, Graham Neubig +1

A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models

Kartik Goyal, Graham Neubig, Chris Dyer +1

Generalized Data Augmentation for Low-Resource Translation

Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos +1

A Tree-based Decoder for Neural Machine Translation

Xinyi Wang, Hieu Pham, Pengcheng Yin +1

Generalizing and Hybridizing Count-based and Neural Language Models

Graham Neubig, Chris Dyer

Self-Attentional Models for Lattice Inputs

Matthias Sperber, Graham Neubig, Ngoc-Quan Pham +1

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

Paul Michel, Xian Li, Graham Neubig +1

DyNet: The Dynamic Neural Network Toolkit

Graham Neubig, Chris Dyer, Yoav Goldberg +22

Parameter Sharing Methods for Multilingual Self-Attentional Translation Models

Devendra Singh Sachan, Graham Neubig

A Syntactic Neural Model for General-Purpose Code Generation

Pengcheng Yin, Graham Neubig

Neural Lattice-to-Sequence Models for Uncertain Inputs

Matthias Sperber, Graham Neubig, Jan Niehues +1

Extreme Adaptation for Personalized Neural Machine Translation

Paul Michel, Graham Neubig

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

Matthias Sperber, Graham Neubig, Jan Niehues +1

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

Jiateng Xie, Zhilin Yang, Graham Neubig +2

Unsupervised Learning of Syntactic Structure with Invertible Neural Projections

Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick

Attentive Interaction Model: Modeling Changes in View in Argumentation

Yohan Jo, Shivani Poddar, Byungsoo Jeon +3

Controllable Invariance through Adversarial Feature Learning

Qizhe Xie, Zihang Dai, Yulun Du +2

MTNT: A Testbed for Machine Translation of Noisy Text

Paul Michel, Graham Neubig

The ARIEL-CMU Systems for LoReHLT18

Aditi Chaudhary, Siddharth Dalmia, Junjie Hu +27

Retrieval-Based Neural Code Generation

Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru +3

Stress Test Evaluation for Natural Language Inference

Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh +2

Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow

Pengcheng Yin, Bowen Deng, Edgar Chen +2

Morphological Inflection Generation Using Character Sequence to Sequence Learning

Manaal Faruqui, Yulia Tsvetkov, Graham Neubig +1

Zero-shot Neural Transfer for Cross-lingual Entity Linking

Shruti Rijhwani, Jiateng Xie, Graham Neubig +1

Self-Attentional Acoustic Models

Matthias Sperber, Jan Niehues, Graham Neubig +2

Convolutional Neural Networks for Medical Diagnosis from Admission Notes

Christy Li, Dimitris Konomis, Graham Neubig +3

Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks

Hao Zhang, Shizhen Xu, Graham Neubig +4

Contextual Parameter Generation for Universal Neural Machine Translation

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig +1

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

Pengcheng Yin, Chunting Zhou, Junxian He +1

Rapid Adaptation of Neural Machine Translation to New Languages

Graham Neubig, Junjie Hu

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders

Junxian He, Daniel Spokoyny, Graham Neubig +1

Neural Factor Graph Models for Cross-lingual Morphological Tagging

Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig

Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML

Xuezhe Ma, Pengcheng Yin, Jingzhou Liu +2

Transcribing Against Time

Matthias Sperber, Graham Neubig, Jan Niehues +2

XNMT: The eXtensible Neural Machine Translation Toolkit

Graham Neubig, Matthias Sperber, Xinyi Wang +10

Learning Language Representations for Typology Prediction

Chaitanya Malaviya, Graham Neubig, Patrick Littell

Incorporating Discrete Translation Lexicons into Neural Machine Translation

Philip Arthur, Graham Neubig, Satoshi Nakamura

Findings of the First Shared Task on Machine Translation Robustness

Xian Li, Paul Michel, Antonios Anastasopoulos +7

Domain Adaptation of Neural Machine Translation by Lexicon Induction

Junjie Hu, Mengzhou Xia, Graham Neubig +1

Neural Machine Translation and Sequence-to-sequence Models: A Tutorial

Graham Neubig

Improving Neural Machine Translation through Phrase-based Forced Decoding

Jingyi Zhang, Masao Utiyama, Eiichro Sumita +2

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

Xinyi Wang, Graham Neubig

Automatic Estimation of Simultaneous Interpreter Performance

Craig Stewart, Nikolai Vogler, Junjie Hu +2

Controlling Output Length in Neural Encoder-Decoders

Yuta Kikuchi, Graham Neubig, Ryohei Sasano +2

Findings of the Second Workshop on Neural Machine Translation and Generation

Alexandra Birch, Andrew Finch, Minh-Thang Luong +2

An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation

Makoto Morishita, Yusuke Oda, Graham Neubig +3

Handling Homographs in Neural Machine Translation

Frederick Liu, Han Lu, Graham Neubig

Neural Lattice Language Models

Jacob Buckman, Graham Neubig

Improving Open Information Extraction via Iterative Rank-Aware Learning

Zhengbao Jiang, Pengcheng Yin, Graham Neubig

Learning to Represent Edits

Pengcheng Yin, Graham Neubig, Miltiadis Allamanis +2

Multilingual Neural Machine Translation With Soft Decoupled Encoding

Xinyi Wang, Hieu Pham, Philip Arthur +1

Mitigating Noisy Inputs for Question Answering

Denis Peskov, Joe Barrow, Pedro Rodriguez +2

The paper studies how errors from automatic speech recognition affect factoid question answering systems and proposes methods—integrating confidence scores and forced decoding of u…

Learning to Generate Corrective Patches using Neural Machine Translation

Hideaki Hata, Emad Shihab, Graham Neubig

Towards a General-Purpose Linguistic Annotation Backend

Graham Neubig, Patrick Littell, Chian-Yu Chen +4