2 papers
cs.CE2026
Evidence-Unit Fairness and the Limits of Query-Adaptive Sparse-Dense Fusion in Financial Document Retrieval
Chenyu Wu, You Lin
Retrieval over financial filings is difficult because queries are short and acronym-heavy while the answer-bearing evidence sits inside long, table-dense documents. We study sparse…
cs.MM2026
Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment Analysis
Guangyuan Dong, Ziwei Hong, Shenghao Liu +9
Although Multimodal Sentiment Analysis (MSA) effectively leverages rich information from language, visual, and acoustic modalities, existing methods still face two core challenges:…