Eran Yahav
11 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (13)
π
Academic Marathon
(6)
π§
Keyword Pioneer
π
Cross-Pollinator
(13)
π§¬
Topic Evolution
π₯
Unstoppable
(7)
π
Century Club
(11)
β
The Questioner
Conferences
ACL (3)
ICLR (3)
ICML (3)
COLT (1)
NIPS (1)
Top co-authors
Keywords
recurrent neural network
(4)
transformer architecture
(2)
neural network
(2)
long short-term memory
(2)
attention mechanism
(2)
neural network theory
(1)
program synthesis
(1)
probabilistic modeling
(1)
computational power
(1)
formal language
(1)
space complexity
(1)
tree structure
(1)
computational model
(1)
boolean function
(1)
membership query
(1)
language recognition
(1)
language model
(1)
expressive capacity
(1)
automata learning
(1)
code generation
(1)
Papers
On the Expressivity Role of LayerNorm in Transformersβ 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
NIPS 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