4 citations · 8 across the 7 of their papers we have counts for
Showing 2024 · cs.CLShow all
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cs.CL2024
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
Xiabin Zhou, Wenbin Wang, Minyan Zeng +5
Efficient KV cache management in LLMs is crucial for long-context tasks like RAG and summarization. Existing KV cache compression methods enforce a fixed pattern, neglecting task-s…
cs.CL2024★ 4 cited
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
Haoyu Zhang, Wenbin Wang, Tianshu Yu
The field of Multimodal Sentiment Analysis (MSA) has recently witnessed an emerging direction seeking to tackle the issue of data incompleteness. Recognizing that the language moda…
cs.CL2024★ 4 cited
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge
Wenbin Wang, Liang Ding, Li Shen +3
Sentiment analysis is rapidly advancing by utilizing various data modalities (e.g., text, image). However, most previous works relied on superficial information, neglecting the inc…