Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Self-Rewarding Language Models.

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[DOI]

Weizhe Yuan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Self-Alignment with Instruction Backtranslation.

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[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Better Alignment with Instruction Back-and-Forth Translation.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Chain-of-Verification Reduces Hallucination in Large Language Models.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model.

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[DOI]

CoRR, 2023

Large Language Model Programs.

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[DOI]

CoRR, 2023

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization.

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[DOI]

CoRR, 2022

OPT: Open Pre-trained Transformer Language Models.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Language Modeling with Sparse all-MLP.

[BibT_eX]

[DOI]

CoRR, 2022

Lifting the Curse of Multilinguality by Pre-training Modular Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Few-shot Learning with Multilingual Generative Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Efficient Large Scale Language Modeling with Mixtures of Experts.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Unified Speech-Text Pre-training for Speech Translation and Recognition.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Efficient Large Scale Language Modeling with Mixtures of Experts.

[BibT_eX]

[DOI]

CoRR, 2021

Few-shot Learning with Multilingual Language Models.

[BibT_eX]

[DOI]

CoRR, 2021

Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs.

[BibT_eX]

[DOI]

CoRR, 2021

Adaptive Sparse Transformer for Multilingual Translation.

[BibT_eX]

[DOI]

Hongyu Gong

Xian Li

Dmitriy Genzel

CoRR, 2021

Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Optimization for Multilingual Translation with Imbalanced Data.

[BibT_eX]

[DOI]

Xian Li

Hongyu Gong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Distributionally Robust Multilingual Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation.

[BibT_eX]

[DOI]

Asa Cooper Stickland

Xian Li

Marjan Ghazvininejad

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders.

[BibT_eX]

[DOI]

Xiang Kong

Adithya Renduchintala

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms.

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[DOI]

Yilun Zhou

Adithya Renduchintala

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Multilingual Translation from Denoising Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Gender bias amplification during Speed-Quality optimization in Neural Machine Translation.

[BibT_eX]

[DOI]

Adithya Renduchintala

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Improving Zero-Shot Translation by Disentangling Positional Information.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Multilingual Speech Translation from Efficient Finetuning of Pretrained Models.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Multilingual Denoising Pre-training for Neural Machine Translation.

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[DOI]

Trans. Assoc. Comput. Linguistics, 2020

Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation.

[BibT_eX]

[DOI]

CoRR, 2020

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

[BibT_eX]

[DOI]

CoRR, 2020

Findings of the WMT 2020 Shared Task on Machine Translation Robustness.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Translation, 2020

Cross-lingual Retrieval for Iterative Self-Supervised Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Transformers with Latent Depth.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Findings of the Fourth Workshop on Neural Generation and Translation.

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[DOI]

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation.

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[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Improved Variational Neural Machine Translation by Promoting Mutual Information.

[BibT_eX]

[DOI]

CoRR, 2019

Findings of the First Shared Task on Machine Translation Robustness.

[BibT_eX]

[DOI]

Xian Li

Paul Michel

Antonios Anastasopoulos

Proceedings of the Fourth Conference on Machine Translation, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Design and Evaluation of a Social Media Writing Support Tool for People with Dyslexia.

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[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

A Corpus for Multilingual Document Classification in Eight Languages.

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[DOI]