Eran Yahav
11 papers · 2017–2023 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Research topics
Deep Learning
(8)
Machine Learning
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(6)
Artificial Intelligence
(5)
Core AI
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Core Methods
(5)
Optimization & Theory · Machine Learning
(5)
Optimization & Theory · Deep Learning
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Knowledge & Reasoning
(2)
Reasoning
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Techniques
(2)
Computer Science
(1)
Natural Language Processing
(1)
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Keywords
recurrent neural network
(4)
attention mechanism
(4)
long short-term memory
(2)
abstract syntax tree
(2)
neural network
(2)
transformer architecture
(2)
graph neural network
(2)
code generation
(1)
neural machine translation
(1)
representation learning
(1)
language recognition
(1)
computational model
(1)
computational power
(1)
feedforward computation
(1)
message passing
(1)
automata learning
(1)
boolean function
(1)
neural network theory
(1)
tree structure
(1)
space complexity
(1)
Papers
On the Expressivity Role of LayerNorm in Transformers’ Attention
ACL 2023
How Attentive are Graph Attention Networks?
ICLR 2022
On the Bottleneck of Graph Neural Networks and its Practical Implications
ICLR 2021
Thinking Like Transformers
ICML 2021
A Formal Hierarchy of RNN Architectures
ACL 2020
Structural Language Models of Code
ICML 2020
code2seq: Generating Sequences from Structured Representations of Code
ICLR 2019
Learning Deterministic Weighted Automata with Queries and Counterexamples
NeurIPS 2019
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
ICML 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition
ACL 2018
Learning Disjunctions of Predicates
COLT 2017