Robert Lehmann, Philipp Steigerwald, Eric Rudolph, Jens Albrecht, Jennifer Burghardt, Mara Stieler
We have not lifted any functions out of this paper's repositories yet, so there is nothing we have run. If it links a repository, it is listed below.
Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.
This paper presents GEMCo, a releasable, human-written proxy for inaccessible counselling data: 86 complete German e-mail counselling conversations (728 messages), expertauthored cases and counsellor sessions with trained role-players. 1 It is validated against a held-out reference of 124 real counselling conversations. The proxy and the real conversations are measured against each other on counsellor strategies and client emotions. The gap is detectable but small. A generative validation supports the analysis. The corpus is the primary contribution. The validation method generalises to any domain where real data cannot be shared but a human-made proxy can. Privacy and ethics keep real counselling data closed. GEMCo carries none by design and can be released, a first step toward language research in this domain. proxy, real, cross-domain Spans semantic blocks OnCoCo acts (counsellor, 38 cat.) GoEmotions (client, 28 cat.) Top-level acts 9 cat. Ekman emotion 7 cat.
The same record, over MCP at https://syntology.ai/mcp:
get_harvested_code_for_paper("2607.23621")
get_code_for_paper("2607.23621")
have("2607.23621")
Connect an agent — have() is free.