🧑‍🔬 Michael Auli — all works

41 works · ← Michael Auli

1. fairseq: A Fast, Extensible Toolkit for Sequence ModelingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Myle Ott, Sergey Edunov, Alexei Baevski, et al.2019 · 3,984 citations
2. Convolutional Sequence to Sequence LearningarXiv:1705.03122Jonas Gehring, Michael Auli, David Grangier, et al.2017 · 3,042 citations
3. Understanding Back-Translation at Scale ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetSergey Edunov et al.2018 · 1,541 citations
4. wav2vec: Unsupervised Pre-Training for Speech Recognition ↗Interspeech (USB) · no summary yetSteffen Schneider et al.2019 · 1,442 citations
5. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsConference on Neural Information Processing Systems (NeurIPS)Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,421 citations
6. Sequence Level Training with Recurrent Neural NetworksarXiv:1511.06732Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, et al.2015 · 1,370 citations
7. Language Modeling with Gated Convolutional NetworksarXiv:1612.08083Yann N. Dauphin, Angela Fan, Michael Auli, et al.2016 · 1,346 citations
8. 3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDario Pavllo et al.2019 · 1,315 citations
9. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,094 citations
10. Wizard of Wikipedia: Knowledge-Powered Conversational agentsarXiv:1811.01241Emily Dinan, Stephen Roller, Kurt Shuster, et al.2018 · 1,067 citations
11. Scaling Neural Machine TranslationConference on Machine Translation: Research PapersMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 826 citations
12. Unsupervised Cross-Lingual Representation Learning for Speech Recognition ↗Interspeech (USB) · no summary yetAlexis Conneau et al.2021 · 811 citations
13. Neural Text Generation from Structured Data with Application to the Biography DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Remi Lebret, David Grangier, Michael Auli2016 · 701 citations
14. ELI5: Long Form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Angela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 695 citations
15. Facebook FAIR's WMT19 News Translation Task SubmissionConference on Machine Translation (WMT)Nathan Ng, Kyra Yee, Alexei Baevski, et al.2019 · 546 citations
16. A Convolutional Encoder Model for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Jonas Gehring, Michael Auli, David Grangier, et al.2017 · 492 citations
17. Pay Less Attention with Lightweight and Dynamic ConvolutionsarXiv:1901.10430Felix Wu, Angela Fan, Alexei Baevski, et al.2019 · 437 citations
18. Controllable Abstractive SummarizationWorkshop on Neural Machine Translation and GenerationAngela Fan, David Grangier, Michael Auli2018 · 427 citations
19. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesarXiv:1506.06714Alessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 329 citations
20. Cloze-driven Pretraining of Self-attention Networks ↗arXiv:1903.07785 · no summary yetAlexei Baevski et al.2019 · 286 citations
21. Classical Structured Prediction Losses for Sequence to Sequence LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sergey Edunov, Myle Ott, Michael Auli, et al.2018 · 243 citations
22. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training ↗Interspeech (USB) · no summary yetWei-Ning Hsu et al.2021 · 209 citations
23. Analyzing Uncertainty in Neural Machine TranslationarXiv:1803.00047Myle Ott, Michael Auli, David Grangier, et al.2018 · 195 citations
24. Adaptive Input Representations for Neural Language Modeling ↗arXiv:1809.10853 · no summary yetAlexei Baevski, Michael Auli2018 · 177 citations
25. Self-training Improves Pre-training for Natural Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 172 citations
26. Pre-trained language model representations for language generation ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetSergey Edunov, Alexei Baevski, Michael Auli2019 · 168 citations
27. Self-Training and Pre-Training are Complementary for Speech Recognition ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetQiantong Xu et al.2021 · 159 citations
28. Strategies for Training Large Vocabulary Neural Language Models ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWenlin Chen, David Grangier, Michael Auli2016 · 152 citations
29. On The Evaluation of Machine Translation Systems Trained With Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, et al.2020 · 140 citations
30. Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetXian Li et al.2021 · 138 citations
31. deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets ↗arXiv:1506.06863 · no summary yetMichel Galley et al.2015 · 135 citations
32. Simple and Effective Noisy Channel Modeling for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Kyra Yee, Yann Dauphin, Michael Auli2019 · 104 citations
33. Unified Speech-Text Pre-training for Speech Translation and Recognition ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYun Tang et al.2022 · 103 citations
34. Unsupervised Speech Recognition ↗arXiv (Cornell University) · no summary yetAlexei Baevski et al.2021 · 62 citations
35. Decoder Integration and Expected BLEU Training for Recurrent Neural Network Language Models ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetMichael Auli, Jianfeng Gao2014 · 48 citations
36. Multilingual Speech Translation with Efficient Finetuning of Pretrained Models ↗arXiv (Cornell University) · no summary yetXian Li et al.2020 · 43 citations
37. Improved Language Identification Through Cross-Lingual Self-Supervised Learning ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetAndros Tjandra et al.2022 · 41 citations
38. Large-Scale Self- and Semi-Supervised Learning for Speech Translation ↗Interspeech (USB) · no summary yetChanghan Wang et al.2021 · 34 citations
39. XTREME-S: Evaluating Cross-lingual Speech Representations ↗Interspeech (USB) · no summary yetAlexis Conneau et al.2022 · 28 citations
40. Toward Joint Language Modeling for Speech Units and Text ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetJu-Chieh Chou et al.2023 · 23 citations
41. Large-scale Expected BLEU Training of Phrase-based Reordering Models ↗Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMichael Auli, Michel Galley, Jianfeng Gao2014 · 21 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/michael-auli/works/