5 papers
AppAgent v2: Advanced Agent for Flexible Mobile Interactions
Yanda Li, Chi Zhang, Wenjia Jiang +6
With the advancement of Multimodal Large Language Models (MLLM), LLM-driven visual agents are increasingly impacting software interfaces, particularly those with graphical user int…
SpeechR: A Benchmark for Speech Reasoning in Large Audio-Language Models
Wanqi Yang, Yanda Li, Yunchao Wei +2
Large audio-language models (LALMs) have achieved near-human performance in sentence-level transcription and emotion recognition. However, existing evaluations focus mainly on surf…
Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models
Wanqi Yang, Yanda Li, Meng Fang +2
Adversarial audio attacks pose a significant threat to the growing use of large audio-language models (LALMs) in voice-based human-machine interactions. While existing research foc…
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents
Wanqi Yang, Yanda Li, Meng Fang +1
Understanding temporal dynamics is critical for conversational agents, enabling effective content analysis and informed decision-making. However, time-aware datasets, particularly…
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
Wanqi Yang, Yanda Li, Meng Fang +1
Time-Sensitive Question Answering (TSQA) demands the effective utilization of specific temporal contexts, encompassing multiple time-evolving facts, to address time-sensitive quest…