13 citations · 28 across the 7 of their papers we have counts for
7 papers
Complementary Attention Head Pruning for Efficient Transformers
Yaniv Livertovsky, Shahar Somin, Gonen Singer
The remarkable success of Transformer-based models in natural language processing stems from architectural scaling, which leads to a large number of parameters and hinders deployme…
Echoes of the hidden: Uncovering coordination beyond network structure
Shahar Somin, Tom Cohen, Jeremy Kepner +1
The study of connectivity and coordination has drawn increasing attention in recent decades due to their central role in driving markets, shaping societal dynamics, and influencing…
Temporal fingerprints: Identity matching across fully encrypted domain
Shahar Somin, Keeley Erhardt, Alex 'Sandy' Pentland
Technological advancements have significantly transformed communication patterns, introducing a diverse array of online platforms, thereby prompting individuals to use multiple pro…
User behavior and token adoption on ERC20
Alfredo J. Morales, Shahar Somin, Yaniv Altshuler +1
Cryptocurrencies and Blockchain-based technologies are disrupting all markets. While the potential of such technologies remains to be seen, there is a current need to understand em…
ERC20 Transactions over Ethereum Blockchain: Network Analysis and Predictions
Shahar Somin, Goren Gordon, Alex Pentland +2
Following the birth of Bitcoin and the introduction of the Ethereum ERC20 protocol a decade ago, recent years have witnessed a growing number of cryptographic tokens that are being…
Detecting Bot Activity in the Ethereum Blockchain Network
Morit Zwang, Shahar Somin, Alex 'Sandy' Pentland +1
The Ethereum blockchain network is a decentralized platform enabling smart contract execution and transactions of Ether (ETH) [1], its designated cryptocurrency. Ethereum is the se…
Social Signals in the Ethereum Trading Network
Shahar Somin, Goren Gordon, Yaniv Altshuler
Blockchain technology, which has been known by mostly small technological circles up until recently, is bursting throughout the globe, with a potential economic and social impact t…