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Uri Alon
Uri Alon
Research Scientist, Google DeepMind
Bestätigte E-Mail-Adresse bei cs.cmu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
code2vec: Learning Distributed Representations of Code
U Alon, M Zilberstein, O Levy, E Yahav
Principles of Programming Languages (POPL) (ACM SIGPLAN Research Highlight), 2019
11212019
code2seq: Generating sequences from structured representations of code
U Alon, S Brody, O Levy, E Yahav
International Conference on Learning Representations (ICLR) '2019, 2019
6562019
How Attentive are Graph Attention Networks?
S Brody, U Alon, E Yahav
International Conference on Learning Representations (ICLR) '2022, 2022
4622022
On the Bottleneck of Graph Neural Networks and its Practical Implications
U Alon, E Yahav
International Conference on Learning Representations (ICLR) '2021, 2021
4072021
A General Path-Based Representation for Predicting Program Properties
U Alon, M Zilberstein, O Levy, E Yahav
Programming Languages Design and Implementation (PLDI) '2018, 2018
2332018
Lingvo: a modular and scalable framework for sequence-to-sequence modeling
J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ...
arXiv preprint arXiv:1902.08295, 2019
1832019
A Systematic Evaluation of Large Language Models of Code
FF Xu, U Alon, G Neubig, VJ Hellendoorn
MAPS 2022 & Deep Learning for Code workshop, 2022
1762022
Structural Language Models of Code
U Alon, R Sadaka, O Levy, E Yahav
International Conference on Machine Learning (ICML) '2020, 2020
116*2020
PAL: Program-aided Language Models
L Gao, A Madaan, S Zhou, U Alon, P Liu, Y Yang, J Callan, G Neubig
ICML '2023, 2023
1142023
Adversarial Examples for Models of Code
N Yefet, U Alon, E Yahav
OOPSLA 2020, 2020
1062020
Self-refine: Iterative refinement with self-feedback
A Madaan, N Tandon, P Gupta, S Hallinan, L Gao, S Wiegreffe, U Alon, ...
NeurIPS '2023, 2023
802023
Neural Reverse Engineering of Stripped Binaries using Augmented Control Flow Graphs
Y David, U Alon, E Yahav
OOPSLA 2020, 2020
69*2020
Language Models of Code are Few-Shot Commonsense Learners
A Madaan, S Zhou, U Alon, Y Yang, G Neubig
EMNLP '2022, 2022
462022
A Structural Model for Contextual Code Changes
S Brody, U Alon, E Yahav
OOPSLA 2020, 2020
46*2020
DocPrompting: Generating Code by Retrieving the Docs
S Zhou, U Alon, FF Xu, Z Wang, Z Jiang, G Neubig
International Conference on Learning Representations (ICLR) '2023 (Spotlight), 2023
36*2023
Contextual Speech Recognition with Difficult Negative Training Examples
U Alon, G Pundak, TN Sainath
International Conference on Acoustics, Speech, and Signal Processing (ICASSP …, 2019
292019
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
U Alon, FF Xu, J He, S Sengupta, D Roth, G Neubig
ICML '2022, 2022
272022
Learning performance-improving code edits
A Madaan, A Shypula, U Alon, M Hashemi, P Ranganathan, Y Yang, ...
arXiv preprint arXiv:2302.07867, 2023
132023
Unlimiformer: Long-range transformers with unlimited length input
A Bertsch, U Alon, G Neubig, MR Gormley
NeurIPS '2023, 2023
122023
Oversquashing in GNNs through the lens of information contraction and graph expansion
PK Banerjee, K Karhadkar, YG Wang, U Alon, G Montúfar
Allerton Conference on Communication, Control, and Computing 2022, 2022
112022
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