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This paper proposes a generalized style-aware full-duplex framework with a lightweight turn controller LPS-TC, introduces a large-scale dataset WildTurn for real-world conversations, and presents a two-tier evaluation scheme to enhance proactive spoken interactions and response quality in dialogue systems.
Canvas360 is a two-stage framework for in-context panoramic generation that combines geometry-aware pretraining with fine-tuning, featuring a large-scale dataset and novel modeling techniques for improved geometric consistency and global coherence.
Shubham Saboo announces that his Hermes AI agent can now create live datasets on the fly using the open-source TinyFish BigSet, demonstrating agent-native research capabilities.
ACAT is a web-based collaborative annotation platform supporting four Aspect-Based Sentiment Analysis (ABSA) workflows, featuring an automated ETL pipeline that computes Inter-Annotator Agreement metrics at export to produce training-ready datasets. Validated on 1,002 restaurant reviews, it achieves a median annotation time of 31.58 seconds and raw IAA up to 0.86.