Guillaume Lample
Guillaume Lample
PhD Candidate, UPMC University, Facebook AI Research
Verified email at fb.com
TitleCited byYear
Neural architectures for named entity recognition
G Lample, M Ballesteros, S Subramanian, K Kawakami, C Dyer
NAACL 2016, 2016
10512016
Word translation without parallel data
G Lample, A Conneau, MA Ranzato, L Denoyer, H Jégou
ICLR 2018, 2018
226*2018
Playing FPS Games with Deep Reinforcement Learning.
G Lample, DS Chaplot
AAAI 2017, 2017
1992017
Unsupervised Machine Translation Using Monolingual Corpora Only
G Lample, L Denoyer, MA Ranzato
ICLR 2018, 2018
191*2018
Massively multilingual word embeddings
W Ammar, G Mulcaire, Y Tsvetkov, G Lample, C Dyer, NA Smith
arXiv preprint arXiv:1602.01925, 2016
1282016
Fader Networks: Manipulating Images by Sliding Attributes
G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato
NIPS 2017, 2017
1222017
Evaluation of word vector representations by subspace alignment
Y Tsvetkov, M Faruqui, W Ling, G Lample, C Dyer
EMNLP 2015, 2015
792015
Phrase-Based & Neural Unsupervised Machine Translation
G Lample, M Ott, A Conneau, L Denoyer, MA Ranzato
EMNLP 2018, 2018
692018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties
A Conneau, G Kruszewski, G Lample, L Barrault, M Baroni
ACL 2018, 2018
662018
Polyglot neural language models: A case study in cross-lingual phonetic representation learning
Y Tsvetkov, S Sitaram, M Faruqui, G Lample, P Littell, D Mortensen, ...
NAACL 2016, 2016
282016
Cross-lingual language model pretraining
G Lample, A Conneau
arXiv preprint arXiv:1901.07291, 2019
192019
Arnold: An Autonomous Agent to Play FPS Games.
DS Chaplot, G Lample
AAAI 2017, 2017
152017
XNLI: Evaluating cross-lingual sentence representations
A Conneau, G Lample, R Rinott, A Williams, SR Bowman, H Schwenk, ...
EMNLP 2018, 2018
142018
Transfer deep reinforcement learning in 3d environments: An empirical study
DS Chaplot, G Lample, KM Sathyendra, R Salakhutdinov
NIPS Deep Reinforcemente Leaning Workshop, 2016
132016
Multiple-Attribute Text Rewriting
G Lample, S Subramanian, E Smith, L Denoyer, YL Boureau
ICLR 2019, 2018
4*2018
Two new evaluation datasets for low-resource machine translation: Nepali-English and Sinhala-English
F Guzmán, PJ Chen, M Ott, J Pino, G Lample, P Koehn, V Chaudhary, ...
arXiv preprint arXiv:1902.01382, 2019
32019
Large Memory Layers with Product Keys
G Lample, A Sablayrolles, MA Ranzato, L Denoyer, H Jégou
arXiv preprint arXiv:1907.05242, 2019
2019
Augmenting Self-attention with Persistent Memory
S Sukhbaatar, E Grave, G Lample, H Jegou, A Joulin
arXiv preprint arXiv:1907.01470, 2019
2019
Providing intelligent transcriptions of sound messages in a messaging application
G Lample, AV Albalat
US Patent 9,792,896, 2017
2017
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Articles 1–19