TalkTag: Fine-Grained Morphosyntactic Error Annotation for Transcribed Speech 事件

PRODUCT_LAUNCH2026-06-02影响: MEDIUM

TalkTag: Fine-Grained Morphosyntactic Error Annotation for Transcribed Speech arXiv:2606.01820v1 Announce Type: new Abstract: Fine-grained morphosyntactic error annotation is important in clinical and developmental language research, yet it is labour-intensive, expert-dependent, and difficult to scale. We present TalkTag, an LLM-based lightweight tool fine-tuned to automate CHAT-style error annotation in spoken-language transcripts. Developed under conditions of extreme data scarcity using chil