Beyond Syntax: How Do LLMs Understand Code?

Within software engineering research, Large Language Models (LLMs) are often treated as 'black boxes', with only their inputs and outputs being considered. In this paper, we take a machine interpretability approach to examine how LLMs internally represent and process code.We focus on varia...

Celý popis

Podrobná bibliografia

Vydané v:	IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Technologies Results (Online) s. 86 - 90
Hlavní autori:	North, Marc, Atapour-Abarghouei, Amir, Bencomo, Nelly
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 27.04.2025
Predmet:	Codes Computer languages Encoding Large language models Large Language Models (LLMs) Mechanistic interpretability Semantics Software engineering Streams Syntactics Technological innovation Training
ISSN:	2832-7632
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!