2020
- How Can We Know What Language Models Know?
Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig. Transactions of the Association of Computational Linguistics.
- Balancing Training for Multilingual Neural Machine Translation
Xinyi Wang, Yulia Tsvetkov, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- 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. Annual Conference of the Association for Computational Linguistics (ACL).
- Soft Gazetteers for Low-resource Named Entity Recognition
Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell. Annual Conference of the Association for Computational Linguistics (ACL).
- TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel. Annual Conference of the Association for Computational Linguistics (ACL).
- Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton. Annual Conference of the Association for Computational Linguistics (ACL).
- Should All Cross-Lingual Embeddings Speak English?
Antonios Anastasopoulos, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Generalizing Natural Language Analysis through Span-relation Representations
Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Optimizing Data Usage via Differentiable Rewards
Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Jaime Carbonell, Graham Neubig. International Conference on Machine Learning (ICML).
- Weight Poisoning Attacks on Pretrained Models
Keita Kurita, Paul Michel, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- Predicting Performance for Natural Language Processing Tasks
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig. Annual Conference of the Association for Computational Linguistics (ACL).
- XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation
Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson. International Conference on Machine Learning (ICML).
- Transliteration for Cross-Lingual Morphological Inflection
Nikitha Murikinati, Antonios Anastasopoulos, Graham Neubig. Proceedings of SIGMORPHON 2020.
- Learning Relation Entailment with Structured and Textual Information
Zhengbao Jiang, Jun Araki, Donghan Yu, Ruohong Zhang, Wei Xu, Yiming Yang, Graham Neubig. Automated Knowledge Base Construction Conference (AKBC).
- Universal Phone Recognition with a Multilingual Allophone System
Xinjian Li, Siddharth Dalmia, Juncheng Li, Patrick Littell, Matthew Lee, Jiali Yao, Antonios Anastasopoulos, David Mortensen, Graham Neubig, Alan Black, Florian Metze. 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
- 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. Proceedings of the 1st Joint SLTU and CCURL Workshop.
- 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. Language Resources and Evaluation Conference (LREC).
- Differentiable Reasoning over a Virtual Knowledge Base
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen. International Conference on Learning Representations (ICLR).
- Practical Comparable Data Collection for Low-Resource Languages via Images
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang Graham Neubig. Practical Machine Learning for Developing Countries (PML4DC) workshop.
- 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 G. Carbonell. International Conference on Learning Representations (ICLR).
- Understanding Knowledge Distillation in Non-autoregressive Machine Translation
Chunting Zhou, Jiatao Gu, Graham Neubig. International Conference on Learning Representations (ICLR).
- A Probabilistic Formulation of Unsupervised Text Style Transfer
Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick. International Conference on Learning Representations (ICLR).
- Speech Technology for Unwritten Languages
Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stüker, Pierre Godard, Markus Müller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux. Transactions on Audio, Speech, and Language Processing.
- Latent Relation Language Models
Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- Merging Weak and Active Supervision for Semantic Parsing
Ansong Ni, Pengcheng Yin, Graham Neubig. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI).
- A Set of Recommendations for Assessing Human–Machine Parity in Language Translation
Samuel Laubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral. Journal of Artificial Intelligence Research (JAIR).
- Optimizing Segmentation Granularity for Neural Machine Translation
Elizabeth Salesky, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig. Machine Translation.
2019
- Multi-Source Neural Machine Translation with Missing Data
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. Transactions of Audio, Speech, and Language Processing.
- Are Sixteen Heads Really Better than One?
Paul Michel, Omer Levy, Graham Neubig. Conference on Neural Information Processing Systems (NeurIPS).
- 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 Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Handling Syntactic Divergence in Low-resource Machine Translation
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow
Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Domain Differential Adaptation for Neural Machine Translation
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig. Workshop on Neural Generation and Translation (WNGT).
- DIRE: A Neural Approach to Decompiled Identifier Renaming
Jeremy Lacomis, Pengcheng Yin, Edward J. Schwartz, Miltiadis Allamanis, Claire Le Goues, Graham Neubig, Bogdan Vasilescu. 34th IEEE/ACM International Conference on Automated Software Engineering (ASE).
- Comparing Top-down and Bottom-up Neural Generative Dependency Models
Austin Matthews, Graham Neubig, Chris Dyer. The SIGNLL Conference on Computational Natural Language Learning (CoNLL).
- Pushing the Limits of Low-Resource Morphological Inflection
Antonios Anastasopoulos, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text
Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Towards Zero-resource Cross-lingual Entity Linking
Shuyan Zhou, Shruti Rijhwani, Graham Neubig. Workshop on Deep Learning for Low-resource NLP (DeepLo).
- 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. Workshop on Neural Generation and Translation (WNGT).
- Mitigating Noisy Inputs for Question Answering
Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, Jordan Boyd-Graber. 20th Annual Conference of the International Speech Communication Association (InterSpeech 2019). .
- Contextualized Representations for Low-resource Utterance Tagging
Bhargavi Paranjape, Graham Neubig. The 20th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL)..
- Improving Robustness of Neural Machine Translation with Multi-task Learning
Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig. 4th Conference on Machine Translation (WMT).
- 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. 4th Conference on Machine Translation (WMT).
- Improving Open Information Extraction via Iterative Rank-Aware Learning
Zhengbao Jiang, Pengcheng Yin, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Self-Attentional Models for Lattice Inputs
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
Xinyi Wang, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- 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. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Domain Adaptation of Neural Machine Translation by Lexicon Induction
Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Generalized Data Augmentation for Low-Resource Translation
Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Simple and Effective Paraphrastic Similarity from Parallel Translations
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Reranking for Neural Semantic Parsing
Pengcheng Yin, Graham Neubig. The 57th Annual Meeting of the Association for Computational Linguistics (ACL).
- Learning to Describe Unknown Phrases with Local and Global Contexts
Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- compare-mt: A Tool for Holistic Comparison of Language Generation Systems
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL) Demo Track.
- Improving Robustness of Machine Translation with Synthetic Noise
Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models
Paul Michel, Xian Li, Graham Neubig, Juan Pino. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Competence-based Curriculum Learning for Neural Machine Translation
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom Mitchell. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation
Nikolai Vogler, Craig Stewart, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Density Matching for Bilingual Word Embedding
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Multilingual Neural Machine Translation With Soft Decoupled Encoding
Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig. International Conference on Learning Representations (ICLR).
- Learning to Represent Edits
Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt. International Conference on Learning Representations (ICLR).
- Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
Junxian He, Daniel Spokoyny, Graham Neubig, Taylor Berg-Kirkpatrick. International Conference on Learning Representations (ICLR).
- Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel. Transactions of the Association for Computational Linguistics.
- Towards a General-Purpose Linguistic Annotation Backend
Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang. Workshop on The Use of Computational Methods in the Study of Endangered Languages (Compute-EL).
- Does Not Compute?
Graham Neubig. The Linguist.
- Zero-shot Neural Transfer for Cross-lingual Entity Linking
Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI).
- An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation
Xiang Kong, Bohan Li, Graham Neubig, Eduard Hovy, Yiming Yang. AAAI 2019 Workshop on Reasoning and Learning for Human-Machine Dialogues (DEEP-DIAL 2019).
2018
- Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig, Junjie Hu. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Contextual Parameter Generation for Universal Neural Machine Translation
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Tree-based Decoder for Neural Machine Translation
Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Neural Cross-lingual Named Entity Recognition with Minimal Resources
Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Retrieval-Based Neural Code Generation
Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- MTNT: A Testbed for Machine Translation of Noisy Text
Paul Michel, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
Pengcheng Yin, Graham Neubig. Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track.
- Contextual Encoding for Translation Quality Estimation
Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig. 3rd Conference on Machine Translation (WMT).
- Parameter Sharing Methods for Multilingual Self-Attentional Translation Models
Devendra Sachan, Graham Neubig. 3nd Conference on Machine Translation (WMT).
- Multi-Source Neural Machine Translation with Data Augmentation
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. 15th International Workshop on Spoken Language Translation (IWSLT).
- Integrating Automatic Transcription into the Language Documentation Workflow: Experiments with Na Data and the Persephone Toolkit
Alexis Michaud, Oliver Adams, Trevor Anthony Cohn, Graham Neubig, Séverine Guillaume. Language Documentation and Conservation.
- Self-attentional Acoustic Models
Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel. 19th Annual Conference of the International Speech Communication Association (InterSpeech 2018).
- Neural Lattice Language Models
Jacob Buckman, Graham Neubig. Transactions of the Association for Computational Linguistics (TACL).
- Stress Test Evaluation for Natural Language Inference
Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh, Carolyn Rose, Graham Neubig. The 27th International Conference on Computational Linguistics (COLING).
- Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data
Harsh Jhamtani, Varun Gangal, Eduard Hovy, Graham Neubig, Taylor Berg-Kirkpatrick. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Extreme Adaptation for Personalized Neural Machine Translation
Paul Michel, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Automatic Estimation of Simultaneous Interpreter Performance
Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Neural Factor Graph Models for Cross-lingual Morphological Tagging
Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Multi-Source Neural Machine Translation with Missing Data
Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura. The Second Workshop on Neural Machine Translation and Generation (WNMT).
- Findings of the Second Workshop on Neural Machine Translation and Generation
Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda. The Second Workshop on Neural Machine Translation and Generation (WNMT).
- StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig. The 56th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cavs: An Efficient Runtime System for Dynamic Neural Networks
Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Qirong Ho, Guangwen Yang, Eric P. Xing. 2018 USENIX Annual Technical Conference (USENIX ATC).
- Using Morphological Knowledge in Open-Vocabulary Neural Language Models
Austin Matthews, Graham Neubig, Chris Dyer. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Learning to Mine Parallel Natural Language/Source Code Corpora from Stack Overflow
Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig. 40th International Conference on Software Engineering (ICSE) Poster Track.
- Guiding Neural Machine Translation with Retrieved Translation Pieces
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Handling Homographs in Neural Machine Translation
Frederick Liu, Han Lu, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Attentive Interaction Model: Modeling Changes in View in Argumentation
Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Rose, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?
Ye Qi, Devendra Sachan, Matthieu Felix, Sarguna Padmanabhan, Graham Neubig. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL).
- Evaluating Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation
Oliver Adams, Trevor Cohn, Graham Neubig, Hilaria Cruz, Steven Bird, Alexis Michaud. Language Resources and Evaluation Conference (LREC).
- Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow
Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig. International Conference on Mining Software Repositories (MSR).
- An End-to-end Model for Cross-Lingual Transformation of Paralinguistic Information
Takatomo Kano, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura. Machine Translation.
- Linguistic Unit Discovery from Multi-modal Inputs in Unwritten Languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop
Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stuker, Pierre Godard, Markus Muller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux. 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
- XNMT: The eXtensible Neural Machine Translation Toolkit
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang . Conference of the Association for Machine Translation in the Americas (AMTA) Open Source Software Showcase.
- A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI).
2017
- An Investigation of How to Design Control Parameters for Statistical Voice Timbre Control
Kazutaka Kubo, Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. Asia Pacific Signal and Information Processing Association (APSIPA).
- On-the-fly Operation Batching in Dynamic Computation Graphs
Graham Neubig, Yoav Goldberg, Chris Dyer. Conference on Neural Information Processing Systems (NIPS).
- Controllable Invariance through Adversarial Feature Learning
Qizhe Xie, Zihang Dai, Yulun Du, Eduard Hovy, Graham Neubig. Conference on Neural Information Processing Systems (NIPS).
- Improving Neural Machine Translation through Phrase-based Forced Decoding
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP).
- Transcribing Against Time
Matthias Sperber, Graham Neubig, Jan Niehues, Satoshi Nakamura, Alex Waibel. Speech Communication.
- Tree as a Pivot: Syntactic Matching Methods in Pivot Translation
Akiva Miura, Graham Neubig, Katsuhito Sudoh, Satoshi Nakamura. 2nd Conference on Machine Translation (WMT).
- Charmanteau: Character Embedding Models For Portmanteau Creation
Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard Hovy, Eric Nyberg. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Learning Language Representations for Typology Prediction
Chaitanya Malaviya, Graham Neubig, Patrick Littell. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Neural Lattice-to-Sequence Models for Uncertain Inputs
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Stronger Baselines for Trustable Results in Neural Machine Translation
Michael Denkowski, Graham Neubig. The First Workshop on Neural Machine Translation (NMT).
- An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation
Makoto Morishita, Yusuke Oda, Graham Neubig, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura. The First Workshop on Neural Machine Translation (NMT).
- How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing
Abhilasha Ravichander, Thomas Manzini, Matthias Grabmair, Graham Neubig, Jonathan Francis, Eric Nyberg. The 18th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL).
- Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text
Takahiro Shinozaki, Shinji Watanabe, Daichi Mochihashi, Graham Neubig. 18th Annual Conference of the International Speech Communication Association (InterSpeech 2017). .
- Morphological Inflection Generation with Multi-space Variational Encoder-Decoders
Chunting Zhou, Graham Neubig. The 2017 SIGNLL Conference on Computational Natural Language Learning (CoNLL).
- Learning Character-level Compositionality with Visual Features
Frederick Liu, Han Lu, Chieh Lo, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Neural Machine Translation via Binary Code Prediction
Yusuke Oda, Philip Arthur, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- A Syntactic Neural Model for General-Purpose Code Generation
Pengcheng Yin, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou, Graham Neubig. The 55th Annual Meeting of the Association for Computational Linguistics (ACL).
- Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird, Trevor Cohn. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- Learning to Translate in Real-time with Neural Machine Translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O.K. Li. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- What Do Recurrent Neural Network Grammars Learn About Syntax?
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith. 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL).
- Preserving Word-level Emphasis in Speech-to-speech Translation
Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEEE Transactions on Audio, Speech and Language Processing.
- Neural Machine Translation and Sequence-to-sequence Models: A Tutorial
Graham Neubig. ArXiv.
- Learning Local Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Hai Zhao, Graham Neubig, Satoshi Nakamura. Machine Translation.
- DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin. ArXiv.
2016
- Overview of the 3rd Workshop on Asian Translation
Toshiaki Nakazawa, Chenchen Ding, Hideya Mino, Isao Goto, Graham Neubig, Sadao Kurohashi. Proceedings of the 3nd Workshop on Asian Translation (WAT2016).
- Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016
Graham Neubig. Proceedings of the 3nd Workshop on Asian Translation (WAT2016).
- Non-Native Text-To-Speech Preserving Speaker Individuality Based on Partial Correction of Prosodic and Phonetic Characteristics
Yuji Oshima, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Deep Bottleneck Features and Sound-dependent I-Vectors for Simultaneous Recognition of Speech and Environmental Sounds
Sakriani Sakti, Seiji Kawanishi, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. 2016 IEEE Spoken Language Technology Workshop (SLT).
- Lightly Supervised Quality Estimation
Matthias Sperber, Graham Neubig, Jan Niehues, Sebastian Stüker, Alex Waibel. The 26th International Conference on Computational Linguistics (COLING).
- Learning a Lexicon and Translation Model from Phoneme Lattices
Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird, Quoc Truong Do, Satoshi Nakamura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Incorporating Discrete Translation Lexicons into Neural Machine Translation
Philip Arthur, Graham Neubig, Satoshi Nakamura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Personalized Unknown Word Detection in Non-native Language Reading using Eye Gaze
Rui Hiraoka, Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Satoshi Nakamura. 18th ACM International Conference on Multimodal Interaction (ICMI).
- Learning Cooperative Persuasive Dialogue Policies using Framing
Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura. Speech Communication.
- Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- Generalizing and Hybridizing Count-based and Neural Language Models
Graham Neubig, Chris Dyer. Conference on Empirical Methods in Natural Language Processing (EMNLP).
- A Statistical Sample-based Approach to GMM-based Voice Conversion using Tied-Covariance Acoustic Models
Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Neural Network Approaches to Dialog Response Retrieval and Generation
Lasguido Nio, Sakriani Sakti, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura. IEICE Transactions on Information and Systems.
- Learning a Translation Model from Word Lattices
Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Transferring Emphasis in Speech Translation Using Hard-Attentional Neural Network Models
Quoc Truong Do, Sakriani Sakti, Graham Neubig, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- A Hybrid System for Continuous Word-level Emphasis Modeling Based on HMM State Clustering and Adaptive Training
Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Analyzing the Effect of Entrainment on Dialogue Acts
Masahiro Mizukami, Koichiro Yoshino, Graham Neubig, David Traum, Satoshi Nakamura. The 17th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL).
- Unsupervised Joint Estimation of Grapheme-to-phoneme Conversion Systems and Acoustic Model Adaptation for Non-native Speech Recognition
Satoshi Tsujioka, Sakriani Sakti, Koichiro Yoshino, Graham Neubig, Satoshi Nakamura. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
- Unsupervised Phoneme Segmentation of Previously Unseen Languages
Marco Vetter, Markus Müller, Fatima Hamlaoui, Graham Neubig, Satoshi Nakamura, Sebastian Stüker, Alex Waibel. 17th Annual Conference of the International Speech Communication Association (InterSpeech 2016).
