← Authors

David Grangier

40 papers · 2009–2025 · 8 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (16) πŸ—ΊοΈ Taxonomy Completionist (16) 🌈 Renaissance Researcher (7) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (14) 🧬 Topic Evolution πŸ† Keyword Champion πŸ”¬ Deep Specialist (10) πŸ—ƒοΈ Keyword Collector (50) πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ’Ž Century Club (40)

Conferences

ACL (12) EMNLP (6) ICML (6) ICLR (5) NAACL (5) NIPS (4) AISTATS (1) CVPR (1)

Top co-authors

Michael Auli (14) Skyler Seto (6) Markus Freitag (5) Myle Ott (5) Jason Weston (4) Angela Fan (4) Sergey Edunov (4) Pierre Ablin (4) Ronan Collobert (3) Isaac Caswell (3)

Keywords

neural machine translation (10) language model (7) text generation (5) language modeling (4) machine translation (4) synthetic datum (3) representation learning (3) story generation (2) beam search (2) translation quality (2) paraphrase generation (2) information retrieval (2) human evaluation (2) sequence to sequence (2) convolutional neural network (2) cross-lingual transfer (2) transfer learning (2) unsupervised learning (2) data augmentation (2) bilingual language model (2)

Papers

Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling ICLR 2025
Training Bilingual LMs with Data Constraints in the Targeted Language ACL 2025
The AdEMAMix Optimizer: Better, Faster, Older ICLR 2025
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025
Assessing the Role of Data Quality in Training Bilingual Language Models EMNLP 2025
Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection ICML 2025
No Need to Talk: Asynchronous Mixture of Language Models ICLR 2025
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NIPS 2024
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022
Learning Strides in Convolutional Neural Networks ICLR 2022
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation NAACL 2022
A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022
AUXILIARY TASK UPDATE DECOMPOSITION: THE GOOD, THE BAD AND THE NEUTRAL ICLR 2021
Toward Better Storylines with Sentence-Level Language Models ACL 2020
Translationese as a Language in β€œMultilingual” NMT ACL 2020
BLEU might be Guilty but References are not Innocent EMNLP 2020
Human-Paraphrased References Improve Neural Machine Translation EMNLP 2020
ELI5: Long Form Question Answering ACL 2019
Unsupervised Paraphrasing without Translation ACL 2019
Tagged Back-Translation ACL 2019
3D Human Pose Estimation in Video With Temporal Convolutions and Semi-Supervised Training CVPR 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019
Unsupervised Hierarchical Story Infilling NAACL 2019
Scaling Neural Machine Translation EMNLP 2018
Controllable Abstractive Summarization ACL 2018
Understanding Back-Translation at Scale EMNLP 2018
Analyzing Uncertainty in Neural Machine Translation ICML 2018
QuickEdit: Editing Text & Translations by Crossing Words Out NAACL 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018
Convolutional Sequence to Sequence Learning ICML 2017
Efficient softmax approximation for GPUs ICML 2017
A Convolutional Encoder Model for Neural Machine Translation ACL 2017
Language Modeling with Gated Convolutional Networks ICML 2017
Neural Text Generation from Structured Data with Application to the Biography Domain EMNLP 2016
Strategies for Training Large Vocabulary Neural Language Models ACL 2016
Feature Set Embedding for Incomplete Data NIPS 2010
Label Embedding Trees for Large Multi-Class Tasks NIPS 2010
Half Transductive Ranking AISTATS 2010
Polynomial Semantic Indexing NIPS 2009