← Authors

Eran Yahav

11 papers · 2017–2023 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (6) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🧬 Topic Evolution πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (11) ❓ The Questioner

Conferences

ACL (3) ICLR (3) ICML (3) COLT (1) NIPS (1)

Top co-authors

Gail Weiss (5) Uri Alon (5) Yoav Goldberg (5) Shaked Brody (3) Omer Levy (2) Roy Sadaka (1) Noah A. Smith (1) Dana Drachsler-Cohen (1) Martin Vechev (1) William Merrill (1)

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 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 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