7 citations · 9 across the 4 of their papers we have counts for
5 papers
SastBench: A Benchmark for Testing Agentic SAST Triage
Jake Feiglin, Guy Dar
SAST (Static Application Security Testing) tools are among the most widely used techniques in defensive cybersecurity, employed by commercial and non-commercial organizations to id…
mini-vec2vec: Scaling Universal Geometry Alignment with Linear Transformations
Guy Dar
We build upon vec2vec, a procedure designed to align text embedding spaces without parallel data. vec2vec finds a near-perfect alignment, but it is expensive and unstable. We prese…
Analyzing Transformers in Embedding Space
Guy Dar, Mor Geva, Ankit Gupta +1
Understanding Transformer-based models has attracted significant attention, as they lie at the heart of recent technological advances across machine learning. While most interpreta…
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models
Mor Geva, Avi Caciularu, Guy Dar +5
The opaque nature and unexplained behavior of transformer-based language models (LMs) have spurred a wide interest in interpreting their predictions. However, current interpretatio…
Memory-efficient Transformers via Top- Attention
Ankit Gupta, Guy Dar, Shaya Goodman +2
Following the success of dot-product attention in Transformers, numerous approximations have been recently proposed to address its quadratic complexity with respect to the input le…