From the 1 of 3 linked papers with an AI index.
3 papers
VIP-MINGLE: A Corpus for Videoconference and In-Person Multimodal Interaction in Group Language Engagement
Andrew Chang, Abhinay K Bodi, Wenxin Deng +6
The paper presents VIP-MINGLE, a multimodal dataset of group conversations recorded both in videoconference and in-person settings, including audio, video, facial expressions, tran…
Exploring Embedding Priors in Prompt-Tuning for Improved Interpretability and Control
Sergey Sedov, Sumanth Bharadwaj Hachalli Karanam, Venu Gopal Kadamba
Prompt-Tuning is an efficient method for adapting pre-trained language models to new tasks with minimal computational overhead by modifying prompt embeddings. In this work, we inve…
Multi-Agent LLM Committees for Autonomous Software Beta Testing
Sumanth Bharadwaj Hachalli Karanam, Dhiwahar Adhithya Kennady
Manual software beta testing is costly and time-consuming, while single-agent large language model (LLM) approaches suffer from hallucinations and inconsistent behavior. We propose…