← Authors

Myle Ott

30 papers · 2011–2022 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🏃 Academic Marathon (11) 🗺️ Taxonomy Completionist (42) 🌈 Renaissance Researcher (5) 👥 Mega-Team (24) 🔬 Deep Specialist (10) 💎 Century Club (30) 🔥 Unstoppable (5) 🗃️ Keyword Collector (89) ⚡ Prolific Year (6)

Conferences

EMNLP (11) ACL (6) NAACL (4) EACL (3) ICML (2) IJCNLP (2) ICLR (1) JMLR (1)

Top co-authors

Marc’Aurelio Ranzato (9) Michael Auli (9) Sergey Edunov (6) Naman Goyal (6) Jingfei Du (6) Veselin Stoyanov (5) Vishrav Chaudhary (5) David Grangier (5) Peng-Jen Chen (4) Claire Cardie (4)

Keywords

neural machine translation (8) machine translation (7) language model (6) text generation (4) low-resource language (4) masked language modeling (3) multilingual language model (3) parameter scaling (2) parallel datum (2) transformer model (2) translation quality (2) monolingual datum (2) beam search (2) transformer architecture (2) cross-lingual transfer (2) sequence modeling (2) dialogue generation (2) bleu score (2) pretrained language model (2) cross-lingual understanding (2)

Papers

Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
Residual Energy-Based Models for Text JMLR 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling ACL 2021
Recipes for Building an Open-Domain Chatbot EACL 2021
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models EACL 2021
The Source-Target Domain Mismatch Problem in Machine Translation EACL 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling IJCNLP 2021
How Decoding Strategies Affect the Verifiability of Generated Text EMNLP 2020
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020
Unsupervised Cross-lingual Representation Learning at Scale ACL 2020
On The Evaluation of Machine Translation Systems Trained With Back-Translation ACL 2020
Residual Energy-Based Models for Text Generation ICLR 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020
fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019
Facebook FAIR’s WMT19 News Translation Task Submission ACL 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English EMNLP 2019
Facebook AI’s WAT19 Myanmar-English Translation Task Submission EMNLP 2019
Mixture Models for Diverse Machine Translation: Tricks of the Trade ICML 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English IJCNLP 2019
Understanding Back-Translation at Scale EMNLP 2018
Analyzing Uncertainty in Neural Machine Translation ICML 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018
Scaling Neural Machine Translation EMNLP 2018
Phrase-Based & Neural Unsupervised Machine Translation EMNLP 2018
Towards a General Rule for Identifying Deceptive Opinion Spam ACL 2014
Negative Deceptive Opinion Spam NAACL 2013
Identifying Manipulated Offerings on Review Portals EMNLP 2013
Proceedings of the NAACL HLT 2012 Student Research Workshop NAACL 2012
Finding Deceptive Opinion Spam by Any Stretch of the Imagination ACL 2011