2 papers
cs.CL2026
Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection
Ruslan Berdichevsky, Shai Nahum-Gefen, Elad Ben-Zaken
Large language models have transformed code generation, raising concerns around authorship, assessment integrity, and software trust. SemEval-2026 Task 13 Subtask A operationalizes…
cs.CL2025
SALSA: Single-pass Autoregressive LLM Structured Classification
Ruslan Berdichevsky, Shai Nahum-Gefen, Elad Ben Zaken
Despite their impressive generalization capabilities, instruction-tuned Large Language Models often underperform on text classification benchmarks. We introduce SALSA, a coherent p…