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cs.CL2025
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…
cs.CL2025
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…
cs.CL2024
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…