Replication Package: "Who's Who? LLM-assisted Software Traceability with Architecture Entity Recognition"

Requirements The requirements are defined in INSTALL.md. Structure Replication-Package-ICSA25: contains the original replication package of the ICSA 2025 paper with all information about the experiments, data and results. Replication-Package-TAAS25: contains the new version of our tooling and the data for the new experiments. TAAS25_Raw_Outputs: contains the output of our test runs for TAAS 2025 Important Notes regarding TAAS 2025 The new version of the tooling is very similar to the one used in ICSA 2025, but it has been updated to work with the latest version of the LLMs and includes some bug fixes You will need an OPENAI_API_KEY to run the experiments You need to setup the environment exactly as for the ICSA 2025 replication package We provide a docker image that encapsulates the complete as already done for the ICSA 2025 replication package: ghcr.io/ardoco/taas25:latest The human-readable cache for the LLMs is stored in Replication-Package-TAAS25/.cache-llm To execute the experiments, you need to execute the following tests (we suggest using IntelliJ to execute the tests) but in Replication-Package-TAAS25 you can run mvn -q test -Dsurefire.failIfNoSpecifiedTests=false -Dtest=< > ... ArtemisIT : to run the Artemis + TransArC evaluation TransarcIT : to run the TransArC evaluation ExArchIT : to run the ExArch + TransArC evaluation ArdocodeIT : to run the Ardocode evaluation ArtemisInExArchIT : to run the Artemis + ExArch + TransArC evaluation ArtemisInTransarcIT : to run the Artemis + TransArC evaluation