Guillaume Lample
25 papers · 2015–2023 · 7 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (7) 🏃 Academic Marathon (8) 🌍 Conference Polyglot (7) 🗺️ Taxonomy Completionist (35)
🏃
Academic Marathon
(8)
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(7)
🌟
Keyword Trendsetter Combo
(5)
👑
Triple Crown
🧬
Topic Evolution
🏆
Keyword Champion
(3)
⚡
Prolific Year
(5)
🔥
Unstoppable
(9)
🗃️
Keyword Collector
(68)
💎
Century Club
(25)
🚀
Conference Pioneer
📈
Trend Setter
Conferences
ICLR (7)
NIPS (7)
EMNLP (5)
ICML (2)
NAACL (2)
ACL (1)
IJCNLP (1)
Top co-authors
Keywords
machine translation
(4)
symbolic regression
(3)
low-resource language
(3)
neural machine translation
(2)
representation learning
(2)
function approximation
(2)
neural network
(2)
genetic programming
(2)
language model
(2)
parallel datum
(2)
sentence representation
(2)
unsupervised machine translation
(2)
source code
(1)
automated reasoning
(1)
code generation
(1)
transfer learning
(1)
multilingual nlp
(1)
disentangled representation
(1)
natural language inference
(1)
image generation
(1)
Papers
Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
ICLR 2023
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
ICML 2023
Deep symbolic regression for recurrence prediction
ICML 2022
End-to-end Symbolic Regression with Transformers
NIPS 2022
HyperTree Proof Search for Neural Theorem Proving
NIPS 2022
Leveraging Automated Unit Tests for Unsupervised Code Translation
ICLR 2022
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
NIPS 2021
Learning advanced mathematical computations from examples
ICLR 2021
Target Conditioning for One-to-Many Generation
EMNLP 2020
Deep Learning For Symbolic Mathematics
ICLR 2020
Unsupervised Translation of Programming Languages
NIPS 2020
Cross-lingual Language Model Pretraining
NIPS 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
IJCNLP 2019
The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English
EMNLP 2019
Multiple-Attribute Text Rewriting
ICLR 2019
Large Memory Layers with Product Keys
NIPS 2019
Word translation without parallel data
ICLR 2018
Phrase-Based & Neural Unsupervised Machine Translation
EMNLP 2018
XNLI: Evaluating Cross-lingual Sentence Representations
EMNLP 2018
Unsupervised Machine Translation Using Monolingual Corpora Only
ICLR 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
ACL 2018
Fader Networks:Manipulating Images by Sliding Attributes
NIPS 2017
Neural Architectures for Named Entity Recognition
NAACL 2016
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
NAACL 2016
Evaluation of Word Vector Representations by Subspace Alignment
EMNLP 2015