Graham Neubig

Detecting Hallucinated Content in Conditional Neural Sequence Generation

Chunting Zhou, Graham Neubig, Jiatao Gu, Mona Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad

Comments Accepted by ACL-Finding 2021

Measuring and Increasing Context Usage in Context-Aware Machine Translation

Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins

Comments ACL 2021

How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering

Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig

Comments TACL 2021

Data Augmentation for Sign Language Gloss Translation

Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg

Comments 4 pages, 1 page abstract

On Learning Text Style Transfer with Direct Rewards

Yixin Liu, Graham Neubig, John Wieting

Comments Published as a long paper at NAACL 2021

Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections

Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig

Comments ACL 2019 long paper

GSum: A General Framework for Guided Neural Abstractive Summarization

Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig

Comments NAACL 2021

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning

Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

Comments 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

Comments accepted by NAACL 2021

Explicit Alignment Objectives for Multilingual Bidirectional Encoders

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

Comments published at NAACL 2021

Multi-view Subword Regularization

Xinyi Wang, Sebastian Ruder, Graham Neubig

Comments Accepted at NAACL 2021

Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties

Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David Mortensen, Michael R. Marlo, Graham Neubig

Modeling the Second Player in Distributionally Robust Optimization

Paul Michel, Tatsunori Hashimoto, Graham Neubig

Comments Accepted at ICLR 2021

Learning Structural Edits via Incremental Tree Transformations

Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

Comments ICLR 2021

Understanding Knowledge Distillation in Non-autoregressive Machine Translation

Chunting Zhou, Graham Neubig, Jiatao Gu

Comments fix a typo; accepted by ICLR 2020

Meta Back-translation

Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

Comments Accepted to ICLR 2021

Towards More Fine-grained and Reliable NLP Performance Prediction

Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig

Comments Accepted by EACL 2021

Can We Automate Scientific Reviewing?

Weizhe Yuan, Pengfei Liu, Graham Neubig

Comments TLDR: This paper proposes to use NLP models to generate first-pass peer reviews for scientific papers . (Generated by our system.)

Interpretable Multi-dataset Evaluation for Named Entity Recognition

Jinlan Fu, Pengfei Liu, Graham Neubig

Comments Accepted by EMNLP 2020

Decoding and Diversity in Machine Translation

Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton

Comments Presented at the Resistance AI Workshop, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada

Reducing Confusion in Active Learning for Part-Of-Speech Tagging

Aditi Chaudhary, Antonios Anastasopoulos, Zaid Sheikh, Graham Neubig

Comments To appear in TACL 2020. This is a pre-MIT Press publication version

A Bilingual Generative Transformer for Semantic Sentence Embedding

John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick

Comments Published as a long paper at EMNLP 2020

WikiAsp: A Dataset for Multi-domain Aspect-based Summarization

Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig

Comments Transaction of the ACL

OCR Post Correction for Endangered Language Texts

Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig

Comments Accepted to EMNLP 2020

Learning Sparse Prototypes for Text Generation

Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig

Comments NeurIPS 2020 Conference Paper

Weakly- and Semi-supervised Evidence Extraction

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

Comments Accepted to the Findings of EMNLP 2020, to be presented at BlackBoxNLP

X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models

Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig

Comments EMNLP 2020

NeuSpell: A Neural Spelling Correction Toolkit

Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

Comments Accepted at EMNLP 2020 (system demonstrations)

Re-evaluating Evaluation in Text Summarization

Manik Bhandari, Pranav Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig

Comments Accepted at EMNLP 2020

A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos

Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan

Comments Accepted by NLP Beyond Text - First International Workshop on Natural Language Processing Beyond Text @ EMNLP 2020